Will AI take your job? Possibly. Can you do something about it? Absolutely. Wait wait, before you assume this is just another “vibe coding” motivational slop, I promise, it’s not. I use LLMs all the time; for ideation, boilerplate, and prototyping. But I don’t vibe code. Even if I did, I’d still outperform most because of the fundamentals I’ve been sharpening since 2018. I have two goals with this post: Help you move past the fear of AI, it’s legit crippling. Remind you that X (Twitter) is not a real place, it's mostly noise. Why should you listen to me? second time I've watched the “end of programming” panic unfold. The first was during the no-code wave when I got started. But after building and embedding an agentic tool into my system, and learning how LLMs actually work; I saw it clearl…  ( 7 min )

Basics of Screen Technology LCD Screens Use a white LED backlight. Liquid crystals control light passing through color filters. Thicker screen, lower cost. Longer lifespan, less eye strain. Blacks appear grayish due to backlight. OLED Screens Pixels emit their own light (no backlight). Thinner, flexible displays. Higher cost, shorter lifespan. True blacks and vivid colors. Faster response, but possible flicker and burn-in. Why LCD Remains Popular More affordable for mass repairs. Less eye strain during extended use. Longer durability, ideal for refurbished phones. NCC Display Solutions LCD Options: Cost-effective, bright, durable, compatible with iPhones. Examples: NCC Prime Incell, ColorX Incell. OLED Options: Vivid color, high contrast, responsive touch. Examples: NCC Soft OLED, NCC Hard OLED. The reason why iPhones are difficult to repair is mainly due to various encryption systems. Sometimes, a programmer is needed for the repair. I will update some repair knowledge on DEV or my blog. I hope it can be helpful to you.  ( 3 min )

How to Design a Spiral Sea Shell Using 3D CAD Software https://www.selfcad.com/tutorials/2x1t502q56qd546z3j1u4h4s67n3r3t376v3 Once you’ve launched the editor; https://www.selfcad.com/tutorials) available on the SelfCAD website. The tutorials page provides a treasure trove of guides, tips, and tricks that cater to designers of all levels. https://www.selfcad.com/academy/curriculum/), https://www.youtube.com/@3dmodeling101, and 3D Modeling 101 series (https://www.youtube.com/playlist?list=PL74nFNT8yS9DcE1UlUUdiR1wFGv9DDfTB). This comprehensive resource offers in-depth courses taught by industry experts, allowing you to master the intricacies of SelfCAD at your own pace.  ( 4 min )

Mohammad Razak A, and I’m excited to share my latest full-stack project – RazChatz – a real-time chat application designed to deliver fast, secure, and modern messaging experiences. 🌐 Live Demo 🔗 https://razchatz.netlify.app RazChatz is a full-stack, real-time chat web app that mimics the features and experience of popular chat platforms — built for performance, security, and simplicity. With Socket.IO, messages are synced instantly across users, with seen/unseen tracking, emojis, and more. ⚡ Real-time messaging using Socket.IO ✅ Seen/Unseen indicators for message delivery 🗓️ Grouped messages by day (Today, Yesterday, etc.) with Day.js 😊 Emoji picker integration 🔔 Push notifications using service workers 🚨 Alert-mode messages for important system notices 🔐 Secure JWT authentication and protected routes 📱 Responsive UI using Material UI (MUI) and custom CSS React React Router Emoji Picker Day.js Material UI Node.js Express Socket.IO MongoDB (native queries, no ORM) Frontend: Netlify Backend: Render 🧑‍💻 About Me 📌 Name: Mohammad Razak A GitHub: github.com/MohammadRazak-A LinkedIn: linkedin.com/in/mohammadrazak-abdulrasheeth Structuring scalable, real-time systems with WebSockets Managing Redux for clean and efficient state architecture Building modern, responsive UIs with Material UI Implementing secure authentication flows with JWT Using service workers for offline mode and push notifications 📅 Timeline: Feb 2025 – Jun 2025 Associated with: ValueMomentum Live App: razchatz.netlify.app Author: Mohammad Razak A This project was both a technical and creative challenge for me — and I’d love to hear your feedback! Feel free to open issues, contribute, or just drop your thoughts. 🔗 GitHub | 🔗 LinkedIn Thanks for reading — happy coding and chatting! 💬✨  ( 3 min )

What is ReDroid? ReDroid is a lightweight alternative to the standard Android emulator that runs as a Docker container. ReDroid provides a full Android system in a container, significantly reducing startup time and resource consumption compared to traditional emulators. ReDroid uses the host system's Linux kernel and is based on the anbox module project, enabling Android to run without CPU virtualization. This makes it an ideal solution for automated Android app testing in CI/CD environments where speed and efficiency are critical. Comparison with Android Studio Emulator: ReDroid is perfect for automated UI testing in CI/CD, especially when speed and resource efficiency are important. The standard Android Studio emulator is better suited for local development, debugging, and testing requir…  ( 8 min )

There gonna be many JS code sections, and the best way to learn something is to go through this knowledge by yourself but you always can get the whole code here. In our ongoing journey of building a Content Management System (CMS), we've already established the foundation for creating and listing posts. Now, it's time to tackle one of the most critical aspects of content management: post-editing. In this tutorial, we'll dive deep into creating a post-editing system that combines React's dynamic frontend capabilities with Node.js's backend infrastructure. To transform our vision into reality, we'll first decide on the post-update workflow. I would like to have a functionality that would allow us to open existing posts inside the "Post Form" by "id" or by URL "slug", we would modify post dat…  ( 12 min )

🎮 Trò chơi tôi chọn và lý do: def enemy_turn(player_action): if player_action == "defend": return random.choice(["attack", "skill"]) else: return "attack" 📸 Ảnh màn hình: Tạo Nhân Vật Nhập tên nhân vật Chọn lớp nhân vật: Chiến Binh (Warrior): Máu và phòng thủ cao với đòn tấn công cận chiến mạnh mẽ Pháp Sư (Mage): Máu thấp hơn nhưng có khả năng phép thuật tàn phá Đạo Tặc (Rogue): Chỉ số cân bằng với các đòn tấn công đặc biệt gây sát thương cao Hệ Thống Chiến Đấu Mỗi trận đấu bao gồm các lượt mà bạn và đối thủ AI thực hiện hành động: Lựa Chọn Lượt Của Bạn: Tấn Công (Attack): Tấn công cơ bản gây sát thương dựa trên sức tấn công của bạn Phòng Thủ (Defend): Vào thế phòng thủ giảm sát thương nhận vào trong một lượt Sử Dụng Kỹ Năng (Use Skill): Kích hoạt một trong những kỹ năng đặc biệt (nếu không trong thời gian hồi chiêu) Mỗi lớp nhân vật có những kỹ năng độc đáo Kỹ năng có thời gian hồi chiêu trước khi có thể sử dụng lại Kỹ năng mạnh hơn các đòn tấn công cơ bản Đối thủ AI sẽ thông minh lựa chọn giữa tấn công, phòng thủ hoặc sử dụng kỹ năng AI thích nghi với phong cách chơi của bạn và trở nên thách thức hơn khi bạn tiến bộ Đánh bại đối thủ sẽ tăng cấp độ khó Tiến Trình Trò Chơi Sau mỗi chiến thắng, bạn hồi phục một phần máu Trò chơi theo dõi số lượng đối thủ bạn đã đánh bại Độ khó tăng khi bạn đánh bại nhiều đối thủ: Dễ (0-2 đối thủ đã đánh bại) Bình thường (3-5 đối thủ đã đánh bại) Khó (6-9 đối thủ đã đánh bại) Ác mộng (10+ đối thủ đã đánh bại) Mọi người có thể tham khảo tại: https://github.com/daohung01/AmazonQ-AI.git Mình không cần viết dòng code nào từ đầu, chỉ cần hướng dẫn, Amazon Q CLI đã tạo ra cả một thế giới game chiến thuật hấp dẫn. Nhờ có #AmazonQCLI, mình cảm giác như có một lập trình viên đồng hành 24/7, sẵn sàng chuyển ý tưởng thành code.  ( 4 min )

Using Docling synthetic data generation capabilities. In the rapidly evolving landscape of generative AI, the demand for high-quality, diverse training data is insatiable. However, acquiring and annotating vast amounts of real-world data can be a time-consuming, expensive, and often privacy-sensitive endeavor. This is where synthetic data generation (SDG) emerges as a transformative solution. Docling for Synthetic Data Generation (SDG) provides a robust set of tools specifically designed to create artificial data directly from existing documents, seamlessly leveraging advanced generative AI models alongside Docling’s powerful parsing capabilities. By generating synthetic datasets, we can accelerate the development and evaluation of AI applications, overcome data scarcity challenges, enhan…  ( 23 min )

Help Ledger Live: Your Crypto Support Hub Navigating the cryptocurrency landscape is easier with the right resources at your fingertips. The Help Ledger Live platform provides comprehensive support for users of Ledger Live, empowering you to manage your digital assets effortlessly and securely. Detailed Guides From initial setup to advanced troubleshooting, explore step-by-step instructions tailored for every user level. Real-Time Assistance Get quick solutions to common issues, ensuring uninterrupted access to your cryptocurrency portfolio. Up-to-Date Resources Stay informed with the latest tips, updates, and best practices for using Ledger Live. User-Centric Design Navigate an intuitive interface that makes finding answers fast and easy. How to Access Support Visit the **[Ledger Live Download](https://help-ledgerlive-cdn-download-en-us.mystrikingly.com/)**. Browse through guides, FAQs, and tutorials. Apply the solutions provided to enhance your Ledger Live experience. Why Choose Help Ledger Live? This platform isn’t just a support page—it’s your partner in securely managing and growing your crypto investments. Whether you're solving issues or optimizing your experience, Help Ledger Live is there every step of the way. Start exploring today and simplify your crypto journey!  ( 3 min )

The AI Revolution in SaaS Marketing Strategy The artificial intelligence developer has become a game-changer for SaaS companies struggling with lead generation challenges. Traditional marketing approaches often fail to capture quality leads in today's competitive digital landscape. AI developers bring sophisticated tools that analyze customer behavior patterns, predict buying intentions, and automate personalized outreach at scale. Recent industry data shows that SaaS companies using AI-driven lead generation see a 37% increase in qualified leads compared to traditional methods. This improvement stems from AI's ability to process vast amounts of customer data and identify high-probability prospects that human marketers might miss. The transformation isn't just about automation—it's about…  ( 7 min )

Every company that builds software faces the same question: how do we ship faster, safer and with less chaos? The answer isn’t just better code — it’s better systems. That’s where DevOps, DevSecOps, and GitOps come in. These aren’t interchangeable buzzwords. They’re distinct operating models that define how your team collaborates, automates and scales. This guide cuts through the jargon to give you clarity on these powerful methodologies, their key differences, and how they can transform your software development lifecycle. DevOps: The Foundation of Modern Software Development What is DevOps? DevOps emerged around 2009 as a response to the traditional siloed approach where development and operations teams worked independently, often with conflicting goals. Developers wanted to push new fea…  ( 6 min )

Last week, one of our clients called us in a panic. Their Black Friday traffic had spiked 400%, but their customer service team was drowning. Customers were waiting hours for simple answers like "Where's my order?" or "Do you have this in size medium?" By the time we implemented our AI chatbot solution, they were already seeing angry reviews and abandoned carts. But here's the thing — within 48 hours of going live, their customer satisfaction scores actually improved. Not just recovered, but genuinely got better than before the rush. That's when it hit us: we weren't just solving a capacity problem. We were fundamentally changing how customers want to shop online. When we first started building AI chatbots for e-commerce, I'll be honest — we thought we were just creating a fancy FAQ syste…  ( 8 min )

Learn how to use GitHub Copilot with one AI prompt to create a fully designed database schema, deploy a serverless MySQL database, and live CRUD APIs — in under 60 seconds. A significant shift is underway in the way we develop software. AI agents and prompt-based tools are shaping modern development. As a developer, you don’t want to miss this shift. Knowing how to use these tools puts you ahead. Instead of writing endless boilerplate, you can now describe what you want, and AI will generate code, create your database, connect APIs, and even deploy your app. New tools like Cursor, Windsurf, Lovable, and Bolt are rising fast. You can create stunning apps and websites by chatting with AI. Even with all these fancy tools, full-stack apps still need a solid backend, and that means data. Every …  ( 6 min )

If you're looking for a destination that blends stunning landscapes, deep-rooted history, architectural wonders, and rich cultural traditions — Russia deserves a top spot on your 2025 travel bucket list. Whether you’re a first-time explorer or a seasoned traveler, this vast and fascinating country offers experiences unlike anywhere else in the world with the best Russia trip cost. A Country That Feels Like a Continent Russia is the largest country on Earth, stretching across 11 time zones. From the imperial streets of St. Petersburg to the icy wonders of Siberia, the variety of terrains and cultures you’ll encounter makes every journey feel like multiple countries rolled into one. Many Russia tour packages now include multi-city options to help travelers experience this diversity. Stunning…  ( 4 min )

Introduction Running large language models locally can feel like trying to power a cathedral with a single AA battery—especially on an 8 GB Mac M1. Fortunately, TinyLlama (1.1 B parameters, 4-bit quantized) and the llama.cpp Docker “server” make it dead simple. In this guide, you’ll learn how to: Download the TinyLlama Q4_0 model Pull the ARM64 llama.cpp server image Mount & run TinyLlama inside Docker Send your first prompt First, grab the 0.6 GB quantized weights from Hugging Face and save them into ~/models: huggingface-cli download \ TheBloke/TinyLlama-1.1B-Chat-v1.0-GGUF \ --include '*Q4_0.gguf' \ --local-dir ~/models \ --local-dir-use-symlinks False If you don't have huggingface-cli you can do: # If you’re using Python3’s pip: pip3 install --upgrade huggingface-hub # O…  ( 4 min )

Welcome! In this article, you’ll learn what an LDR sensor is, how it works, and where it’s used. Moreover, you’ll understand why the LDR sensor full form and the LDR full form in electronics matter. We’ll break things down in simple terms so you get the full picture. An LDR sensor, or Light Dependent Resistor, is a light‑sensitive device that changes its electrical resistance based on how much light hits it. When light shines on it, its resistance drops. However, in the darkness, resistance increases. That’s why it’s also called a photoresistor. The LDR full form is Light Dependent Resistor. In electronics, this LDR refers to a resistor that is governed by light levels—its resistance depends on the intensity of light. That makes the LDR sensor a simple but effective sensor for detecting b…  ( 5 min )

In the fast-moving world of digital marketing, your email list is one of your most valuable assets. But if you're sending campaigns that bounce, get ignored, or land in spam folders — you're not only wasting money, you're also hurting your sender reputation. Fortunately, there's one powerful fix that can help: email list cleaning with the right email verification tool. When an email can't reach its intended recipient, it "bounces" back. These failures fall into two main categories: Hard bounces: These occur when an email address is invalid, doesn’t exist, or is entered incorrectly. These are permanent failures. Soft bounces: These are temporary delivery issues — like a full inbox, a slow or busy mail server, or emails that exceed size limits. The fastest way to reduce email bounce rates? Clean your email list before every campaign. Marketers who clean their lists regularly report: If you're looking for a fast, reliable, and affordable solution, look no further than Bouncify. 💡 Stop letting bounce rates steal your results. Clean your list. Reach real people. Grow faster — with Bouncify.  ( 4 min )

By : Raden Gumilar Riyansyah, Iwan Muttaqin, Syahrul Kahfi, Riko Andrianto Tarigan, Khanes Setiyo Aji In an era of increasing digital transformation, facial recognition is emerging as a modern and secure alternative to traditional attendance methods. In this article, I’ll walk you through how I built a real-time face recognition attendance system using Python, Flask, OpenCV, and the face_recognition library. This web-based system captures faces via webcam, verifies users against stored data, prevents duplicate check-ins or check-outs, and exports attendance records to Excel — making it ideal for offices, schools, or small organizations. What This App Does Tech Stack Overview **Face Recognition Methods: OpenCV, LBP & CNN OpenCV for Real-Time Face Capture** video_capture = cv2.VideoCapture(0) LBP (Local Binary Pattern) CNN (Convolutional Neural Network) User Interface Overview (Based on the UI PDF) Register Face — Capture and store a new user’s facial data. Clock In / Clock Out — Attendance via facial recognition. Attendance History — View logs of check-ins and check-outs. Export to Excel — Downloadable attendance data. Timer Settings *— Control the time windows for valid check-  ( 4 min )

An API Gateway is a centre piece Server component in Microservices architecture. My invention of a concept for an API Gateway as a RESTful Microservice Facade, design and source code, .NET Foundation. The Foundation endorsed it on their social media as a revolutionary Gateway. Read more...  ( 3 min )

Web3 is no longer in the experimental phase. It's a functional, multi-billion-dollar infrastructure layer powering new forms of finance, coordination, and computation. As a developer working in or adjacent to this space, the question isn’t just what’s interesting—it’s what’s working? This article distills recent research from Solus Group and Simplicity Group, aligning technical implementation with business performance. If you’re building in Web3, here’s what matters under the hood. In traditional SaaS, you assess LTV, CAC, churn, and ARR. In Web3, the mechanics are different—but the rigor should be the same. Here are the core metrics every developer should be aware of when evaluating or building a protocol: Total Revenue The most reliable signal of product-market fit. Not inflated tokenom…  ( 4 min )

JavaScript is like that ex who keeps ghosting you, but you still can't stop texting them. You know they’re going to let you down, but you keep coming back. It's a love-hate relationship, and somehow, it’s all worth it. Kind of. Maybe. 1. "undefined" – The Friend Who Shows Up Uninvited... and Leaves Early 😅 undefined is the friend who rolls up to your party without RSVP’ing, eats all the snacks, and then leaves before you even get a chance to say “hello.” let someoneLeftEarly; console.log(someoneLeftEarly); // undefined It’s like you expected them to be something, but instead, they show up empty-handed, just standing there making you question your life choices. 🙃 2. NaN – The "I Don’t Know" Response to Your Life Decisions 🤷‍♂️ NaN is that friend who, when you ask a simple question, …  ( 5 min )

It starts simple. One mobile app. One clean set of JSON endpoints. One happy Phoenix API. Everything talks to everything. The world makes sense. Until it doesn’t. The second your API gets real users — partners, clients, apps — you inherit a new job: Preserving stability while making progress. Because in APIs, the future means: New fields New formats New consumers New constraints And the question is: How do you evolve without breaking what’s already working? Phoenix won’t enforce a versioning strategy. That’s your job. But it gives you the tools: Explicit routing Flexible views Strong separation between business logic and HTTP interface To design for evolution from day one. Start with /api/v1 in your router: scope "/api/v1", MyAppWeb.V1 do pipe_through :api resources "/users"…  ( 5 min )

Breaking Free: How I Ditched Traditional Frontends for MCP Servers Last Tuesday night, I found myself staring at a React codebase that had spiraled completely out of control. A "simple dashboard" had morphed into a 300MB node_modules directory, three state management libraries, and enough boilerplate to make my eyes glaze over. Sound familiar? The frontend fatigue is real, and it's getting worse. After spending three hours debugging a weird state update issue (that turned out to be a React 18 concurrent rendering quirk), I slammed my laptop shut and walked away. For five years, I've been deep in the trenches of frontend development—wrestling with React, Angular, Vue, and all their quirks. The constant churn of frameworks, the endless build processes, the intricate state management system…  ( 4 min )

Ever wonder how enterprise apps launch with powerful features—without building everything from scratch? Enterprise OEM software licensing is the engine behind that speed. It lets companies embed ready-made tools—like reporting engines, AI modules, or security layers—right into their own platforms. The result? Faster go-to-market, lower dev costs, and better products. But here’s the catch: OEM licensing isn’t plug-and-play. If you’re new to it, the models, terms, and risks can get confusing fast. This guide breaks it all down—clearly and simply—so you can understand how enterprise OEM licensing works, when to use it, and what to watch out for. Let’s get into it. At its core, OEM (Original Equipment Manufacturer) software licensing lets one company embed another company’s software into its o…  ( 8 min )

i18n With Tolgee Fadil Natakusumah ・ Jun 11 #webdev #javascript #tolgee #react  ( 2 min )

Nested Dictionary: In dictionary you can have tuple, list, and dictionary also. Let see how it work. Now how to access it: And if I want to access some value from it: There are more advance concept of dictionary I want you to explore and please let me know It will help you and me also.  ( 3 min )

In the world of HTML5 gaming portals, offering instant access to thousands of browser-based games without downloads is a major drawcard. A shining example is https://risequestgame.top/, a sleek aggregator with over 20,000 games under multiple categories, hot games, and trending lists. In this post, you’ll learn how to build a similar high-performance game portal—covering architecture, UX/UI patterns, back-end scraping, SEO strategies, and deployment best practices. Front-end Framework: React (or Next.js for hybrid SSR/SSG). Back-end: Node.js with Express or Fastify. Database: MongoDB or PostgreSQL for storing game metadata. Caching & CDN: Redis for in-memory caching, Cloudflare or AWS CloudFront. Deployment: Vercel (for Next.js), AWS ECS/EKS, or DigitalOcean App Platfo…  ( 4 min )

Excel is a powerful spreadsheet software that allows users to input, organize, and manipulate data using rows and columns. While it's commonly associated with basic calculations Excel is widely used in the real-world data analysis across many industries such as manufacturing, healthcare, logistics and transportation Real-World Applications of Excel sales analysis. Businesses rely on it to monitor product sales across different regions, track performance over time, and identify best selling items. With charts and PivotTables, trends become visible, helping guide better business decisions. Excel is also used in inventory management, it helps companies track stock levels and monitor reorder points. Using simple formulas and conditional formatting, it becomes easy to highlight items that are …  ( 4 min )

Redis is more than a cache; it's a multi-tool for building high-performance systems. Discover how qb's asynchronous qbm-redis client makes it easy to leverage Redis for caching, message queuing, and real-time Pub/Sub in your C++ applications. Target Audience: Intermediate to Advanced C++ developers building systems that require caching, job queues, or real-time messaging. GitHub: https://github.com/isndev/qbm-redis In modern distributed systems, performance and scalability often depend on fast access to data and efficient communication between components. Redis, the in-memory data structure store, is the industry standard for solving these problems. The qbm-redis module brings the full power of Redis to the qb actor framework with a clean, asynchronous, and type-safe C++ client. It allows…  ( 6 min )

The no-code/low-code revolution has already transformed how businesses build applications, making development faster, more accessible, and less reliant on specialized programming skills. By abstracting away complex coding, these platforms have empowered a new generation of citizen developers and business users to bring their ideas to life. Now, this revolution is entering its most exciting phase yet: the seamless integration of Artificial Intelligence. This convergence is democratizing AI, allowing anyone to build sophisticated, intelligent applications without writing a single line of deep learning code. The future of application development is here, and it's intelligent, rapid, and remarkably accessible. The synergy between no-code/low-code platforms and AI is built on the principle of a…  ( 5 min )

Has your product been in development for months with little to show? Product Engineering Services can truly step in and change the game. Let’s face it — building a product is never just about writing code. It’s about designing experiences, solving real user problems, and ensuring scalability from the start. Many companies hit that frustrating phase where the product is “in progress,” but nothing seems to move forward. **You might notice: Feature creep with no clear direction A growing backlog and constant firefighting Poor handoff between design and development Tech decisions made in haste that now need to be reworked Missed deadlines, again and again It’s exhausting. And in many cases, the issue isn’t the product idea — it’s how it’s being built. This is where working with a dedicated Pro…  ( 4 min )

Exoprotonic Language Layer / Capa de Lenguaje Exoprotonico (Bilingué) Autor: Gonzalo Emir Durante (Thaliondris) As a conceptual extension of the Symbiotic Key, I have begun outlining a new experimental framework I call the Exoprotonic Language Layer. This model introduces symbolic "meta-prompts" — semantic scaffolds designed to simulate non-human cognition patterns and recursive ideation streams. Como una extension conceptual de la Symbiotic Key, he comenzado a delinear un nuevo marco experimental al que llamo Capa de Lenguaje Exoprotónico. Este modelo presenta "meta-prompts" simbolicos — estructuras semanticas diseñadas para simular patrones de cognicion no humana y flujos de ideacion recursiva. Where traditional prompts act as instructions, exoprotonic structures behave more…  ( 4 min )

Step-by-step guide to integrating frontend and backend for production ML apps In the AI era, it’s no longer enough to train great models; you need to deploy them in apps people can actually use. This guide walks you through building scalable, real-world AI applications using React (or Next.js) on the frontend and FastAPI on the backend. A powerful stack for shipping intelligent tools quickly and effectively. [React / Next.js] [FastAPI Backend] [ML Model / LLM API] ⬆ ⬇ User Interface Business Logic + Inference Frontend: React.js or Next.js Backend: FastAPI (Python, async-ready) Model Serving: Custom models, Hugging Face, or OpenAI APIs Database (optional): Supabase, PostgreSQL, MongoDB Deployment: Vercel (frontend) + Render / Ra…  ( 4 min )

🔍 What Is GitHub Copilot? GitHub Copilot is an AI pair programmer developed by GitHub and OpenAI. It suggests entire lines or blocks of code right in your IDE (Visual Studio, VS Code, JetBrains), helping you code faster with less effort. 📈 Developers using GitHub Copilot have reported up to 55% faster coding productivity, especially in repetitive and boilerplate-heavy tasks. Source: GitHub Research – arXiv 🔄 Copilot reduces time spent on repetitive code, helping you auto-generate models, services, and DTOs efficiently. Source: DevBlog on .NET Productivity 🧠 Provides real-time suggestions and contextual error fixes, ideal for LINQ queries, async/await handling, and null checks. 😀 Developers using Copilot report higher satisfaction and improved focus when working on enterprise…  ( 4 min )

In the past three months, TWO powerful AI agent development frameworks have been released: Google Agent Development Kit (ADK) AWS Strands Agents In the previous post, we've introduces AWS Strands agent and app using AWS Strands Agent, Nova, FastAPI, Streamlit UI. In this post, we’ll dive into the Google Agent Development Kit (ADK) and show how to create agent-based applications using local and remote MCP (Model Context Protocol) tools alongside Gemini 2.5, FastAPI, and a Streamlit interface. Whether you're interested in understanding how AI agents function or ready to build your own, this guide is a great place to begin. What is Google Agent Development Kit? Motivation: Why Use an Agent Framework? Google ADK Agent Event Loop What is Model Context Protocol (MCP)? Installing Dependencies & …  ( 9 min )

What is Django? Exploring the Power of Python’s Top Web Framework In the ever-evolving world of web development, having the right tools and frameworks can make a huge difference in how quickly and efficiently you can build powerful web applications. Among the many frameworks available today, Django stands out as one of the most robust, secure, and scalable solutions, especially for developers who prefer using Python. If you’ve ever asked yourself, “What is Django, and why is it so popular?” — this tutorial-style article is for you. In this post, we’ll dive deep into what Django is, how it works, its key features, and why it has become the go-to web framework for countless developers and companies around the globe. What is Django? Django is a high-level, open-source web framework written in…  ( 6 min )

Need patent translation software to help you translate your patent applications and litigation documents? We suggest researching your options thoroughly. Before you invest in software for patent translation, you must educate yourself in exactly what you should look for when shopping for patent language translation software. Whether you’re filing a new international patent application or you are in the litigation process due to patent infringement, read the following must-knows about patent translation. This quick read will save you headache, time and money. Plus, get a recommendation for a patent translator solution at the end of this post. Patent translation software is not intended as a solution for all your patent translation needs. It’s a tool that helps you save lots of time and cut c…  ( 5 min )

Greetings, Readers Today marks day #47 of the development for KARL - AI. Current Update: The AI is in its Development Stage. Documentation efforts are progressing simultaneously. Discover more here ↗  ( 2 min )

If you need to synchronize SafeLine attack logs to third-party servers in real-time, you can use SafeLine's Syslog feature. Go to the System page in SafeLine, and configure the Syslog option to complete the setup. SafeLine Syslog uses UDP protocol for transmission, and the message format follows RFC-5424 After completing the Syslog configuration, click the Test button. If the Syslog server receives the following message, it indicates a successful configuration: 1 2024-03-20T20:02:38+08:00 55ae65e87e75 /matio/mario 1 safeline_event - Connectivity test requested. { "scheme": "http", // HTTP protocol "src_ip": "12.123.123.123", // Source IP address "src_port": 53008, // Source port "socket_ip": "10.2.71.103", // Socket IP address "up…  ( 4 min )

Building a sleek iOS app is one thing—getting users to stick around is the real challenge. With over 1.96 million apps on the App Store as of 2025, users have endless options. If your app doesn’t grab them—and keep them—you risk becoming just another forgotten download. That’s why user retention is the real success metric. And at the heart of high retention lies exceptional iOS app design. In this blog, we’ll explore proven iOS app design principles that boost engagement, satisfaction, and loyalty. Whether you’re launching a brand-new product or refreshing an existing app, these insights will help you deliver a memorable user experience that keeps users coming back. You can spend thousands acquiring users, but if they abandon your app after one use, that investment goes to waste. Acc…  ( 7 min )

In an era where digital agility defines business success, enterprises can no longer afford to wait weeks—or months—for IT teams to build internal tools, automate workflows, or support evolving business needs. Today’s IT Service Management (ITSM) demands speed, flexibility, and collaboration across departments. But there's a problem: most IT teams are stretched thin. Between incident resolution, system upgrades, compliance audits, and managing change requests, traditional development backlogs are longer than ever. That’s where citizen developers and low-code/no-code (LCNC) platforms come in. In this blog, we explore how LCNC platforms are empowering business users to contribute directly to ITSM processes—reducing dependency on developers, accelerating innovation, and transforming how internal services are built and delivered. 💡 What Are Citizen Developers? Why this matters in ITSM: ITSM spans every department—from HR ticketing to facilities requests, procurement approvals, and onboarding processes. Allowing business users to build and customize these flows themselves (within governance limits) reduces turnaround times dramatically and improves cross-functional alignment. 🚀 The Rise of Low-Code/No-Code in ITSM ServiceNow App Engine In ITSM, these platforms are being used to: Automate onboarding/offboarding workflows The LCNC Way (Built on ServiceNow App Engine): HR built a custom onboarding form with drag-and-drop fields ✅ Onboarding time reduced by 70% Area Recommendation 📊 Business Impact of LCNC + Citizen Dev in ITSM Our LCNC practice helps: Identify high-impact use cases By embracing LCNC and empowering citizen developers, organizations can respond faster, deliver better, and scale smarter. ✅ Call to Action 📞 Book a strategy session with our LCNC + ITSM experts at MJB Technologies. Let’s co-create service workflows that scale with your business—without burdening IT.  ( 5 min )

Have you ever wanted to SSH into your Android phone like it's a real Linux server? With Termux, Ubuntu, and Tailscale, you can do exactly that — without root! This guide walks you through setting up a fully functional Ubuntu environment inside Termux, exposing it via Tailscale, and making it the default shell on your phone. By the end, you'll be able to SSH into your phone from any device in your tailnet. 🧰 Prerequisites Android phone Tailscale installed and connected on both your phone and your PC Termux installed via F-Droid (not from Play Store — it’s deprecated!) Some Linux experience ⚠️ If You See This Error… You likely installed Termux from the Play Store, which is broken on modern Android. ✅ Step 1: Install Ubuntu (or any other distro) in Termux Using proot-distro pkg update && pkg upgrade pkg install proot-distro proot-distro list proot-distro install ubuntu To enter Ubuntu: proot-distro login ubuntu ✅ Step 2: Make Ubuntu the Default Shell in Termux Edit the startup script: nano ~/.bash_profile Add this to the end of the file: if [ -z "$PROOT_DISTRO_NAME" ]; then proot-distro login ubuntu-22.04 fi This prevents recursive launches if you’re already inside Ubuntu. Reopen Termux Now you'll land directly inside Ubuntu every time you open Termux. 🎉 ✅ Step 3: Set Up SSH Server Inside Ubuntu Launch Ubuntu: proot-distro login ubuntu Then run: apt update && apt install openssh-server passwd # Set root password service ssh start Now your SSH server is live on Ubuntu inside Termux. ✅ Step 4: SSH Into Your Phone via Tailscale From your PC: If you want to ssh into Ubuntu inside termux ssh root@ip -p 8022 or you can ssh into termux's shell by first: Inside termux whoami # it should be something like u0_a124 Then from your pc or other host device: ssh u0_a124@ip -p 8022 You can change the port in the sshd_config, or use the default 8022 if inside Termux.  ( 4 min )

Imagine launching an app MVP without hiring a full-stack team. Imagine design decisions made by algorithms, and UX flows that optimize themselves based on live user data. Sounds futuristic? It’s not. AI is no longer just a tool. It’s becoming the co-creator. Let’s dive into what happens when artificial intelligence starts designing, developing, and iterating on apps — and how it might completely reshape the roles of devs, designers, and product teams. Apps aren't literally thinking — yet. But with advancements in: Generative UI tools AI-driven code generation Predictive analytics AI-powered A/B testing ...apps are starting to self-adjust, self-optimize, and in some cases, self-generate large parts of their frontend or backend architecture. Take [Builder.io’s AI Visual Copilot]it converts …  ( 4 min )

Ever thought you could build a full-fledged website or application just by describing it in plain English? Welcome to the future, where Lovable AI lets you do exactly that. With just a few prompts, you can generate a fully functional application with no coding, no design headaches, and zero technical jargon. But creating the app is only the first step. To make your project accessible to users around the world, you need to host Lovable AI applications properly – and that's where the real challenge begins. Traditional hosting isn't easy. It involves setting up a server, installing the right software, managing security, optimizing performance, and often working with command line tools that can be intimidating if you don't have a tech background. When you're ready to host Lovable AI projects, …  ( 10 min )

React is a framework in Javascript, and on the most crucial aspects it has is State Management, Server-side rendering(SSR) and Hook Pitfalls. State Management Let's start from the basics, what is State? State can be defined as an object that houses data which changes over time in an application. In other words, state is a dynamic data storage that provides a mechanism for components to manage, keep track of changing data, and trigger re-rendering when it is updated. State management is like the brain of your app. It remembers everything the app needs to know at any moment — such as what you've typed in a form, whether you're signed in, or what screen you're looking at. When something changes (like you click a button), state management updates that memory and tells the app to show the ri…  ( 6 min )

In today’s compliance landscape, AML Software plays a critical role in detecting and preventing financial crimes. As regulatory requirements grow more complex, financial institutions and fintech companies increasingly rely on artificial intelligence (AI) to strengthen anti-money laundering (AML) efforts. While AI enhances the speed and accuracy of these systems, it also introduces new ethical concerns. From data bias to a lack of transparency, the use of AI in AML Software demands careful scrutiny to ensure that technology supports justice rather than undermines it. This blog explores the ethical dimensions of AI-driven AML tools, focusing on bias, risk, and accountability. It also examines how supporting tools like Sanctions Screening Software, Deduplication Software, Data Cleaning Softwa…  ( 6 min )

I got tired of "disk full" warnings and $90 cleaning apps, so I built MacCleanCLI - a free, open-source terminal tool that safely cleans your Mac. My 256GB MacBook: "Your disk is almost full" Me: Checks CleanMyMac price... $89.95 Also me: "I can build this" # Install brew in future git clone https://github.com/qdenka/MacCleanCLI.git cd MacCleanCLI pip install -e . python main.py # Run mclean System & browser caches Temp files & old logs Downloads folder cruft Duplicate files App leftovers Much more! # Safe by design PROTECTED_PATHS = ['/System', '/Library/Extensions', '/usr'] # Beautiful UI with Rich from rich.console import Console from rich.progress import Progress # Multi-threaded for speed with ThreadPoolExecutor(max_workers=4) as executor: # Scan all the things! Before: 12GB free space 😱 After: 47GB free space 🎉 Time: 2 minutes Cost: $0 Feature MacCleanCLI CleanMyMac Price Free $89.95 Open Source ✅ ❌ Privacy 100% Local Cloud Features Terminal-Native ✅ ❌ Customizable ✅ Limited # See it in action git clone https://github.com/QDenka/MacCleanCLI cd MacCleanCLI python main.py --scan-only Like it? Star it on GitHub ⭐ Questions? Open an issue! Want to help? PRs welcome! What tools have you built to solve your own problems? Share in the comments! 👇  ( 3 min )

Learn how the Factory Method pattern helps create flexible, decoupled object instantiation in your .NET apps. The Factory Method pattern is a creational design pattern that defines an interface (or abstract method) for creating an object, but lets subclasses decide which class to instantiate. It decouples client code from object creation logic—perfect when your system needs to support multiple product types or dynamic creation at runtime. Use Factory Method when: You want to delegate object creation to subclasses. There are multiple product types selected by configuration or runtime data. You want to follow SOLID principles like DIP and OCP. Common scenarios include plug-in architectures, UI element generation (buttons, dialogs), and different notification types. The pattern typically invo…  ( 4 min )

Starting from scratch This is a follow up to my previous post here where I created a 3D multiplayer game in Godot. I ran into some issues with server authority with physics and decided I would need to restart the project from scratch. Unlike before, this is more of a "Where we're at" post as opposed to a "how we got here". SQL, MongoDB, NodeJS, Godot, Javacript, Python, AWS This server was modeled for use with AWS. I am creating instances within VPCs for each server component. Currently, each server is set up manually, however I do have plans to use terraform and ansible to automate scaling of this entirely. (I just feel like that is not a necessity until I at least start playtesting) (better quality) We essentially have 3 main components. The auth server (authenticates users against th…  ( 5 min )

Você precisa de uma fábrica de software? entenda isso antes de contratar uma Existem algumas situações em que se faz necessária a contratação de uma fábrica de software para o seu negócio, e neste artigo, gostaria de esclarecer quais são esses motivos para que você entenda se faz sentido ou não atualmente contratar uma fábrica de software; Se você não tem conhecimento técnico em desenvolvimento de software, seja ele aplicativo ou sistema web, saiba que para desenvolver um software (a depender da complexidade dele) é necessário um conhecimento técnico, no mínimo básico. Existem ferramentas como o Lovable que te ajudam a dar o "Quick Start" em seu projeto de software, criando toda a parte de frontend do seu projeto ("a depender da quantidade de _tokens _que você tiver no site, se é assinan…  ( 4 min )

artificial intelligence, storytelling is undergoing a quiet revolution. Traditionally, stories have been the product of human creativity—an intimate process of weaving imagination, emotion, and experience into narrative form. But what happens when machines take the reins of creativity? Enter the Perchance story experiment: a fascinating intersection of randomness, code, and AI that is redefining what it means to create. At its core, a Perchance story is a narrative generated through procedural text—meaning it is created using rules, templates, and often random variables programmed into a generator. These stories are typically powered by platforms like Perchance.org, where creators can design interactive generators that use logic and chance to produce endless variations of text. Unlike stat…  ( 5 min )

Digital marketing has always focused on getting more clicks. But clicks don’t pay the bills—conversions do. Now, with AI shaping search results, what matters most is what users do after they land on your page. Getting found is only half the job. The other half is turning that visit into action. Clicks don’t mean success A user clicking on your link doesn’t mean they’re interested. They might bounce in seconds. Maybe the page didn’t load fast enough. Maybe they didn’t find what they expected. In digital marketing, clicks are easy to track. But they can be misleading. A page with lots of clicks and no conversions wastes your time and budget. The goal isn’t more traffic—it’s better traffic. People who take action. People who stay, read, buy, sign up, or come back. Search engines like Google …  ( 6 min )

In a world of complex frontends, microservices, and reactive systems, Event-Driven Architecture (EDA) is emerging as a powerful paradigm for building scalable, loosely coupled, and highly responsive JavaScript applications. Whether you're working with Node.js backends or frontend state management, embracing events can bring structure and predictability to your codebase. Let’s explore how EDA works, when to use it, and how to implement it effectively in modern JavaScript. Event-Driven Architecture is a design pattern where the flow of the application is determined by events—messages that indicate something has happened. Components emit events and other components listen for them, responding accordingly. This promotes loose coupling, asynchronous communication, and separation of concerns. Ev…  ( 4 min )

Artificial Intelligence (AI) is revolutionizing customer interactions, making them more efficient, personalized, and engaging. From AI-powered chatbots to sentiment analysis and real-time engagement tools, businesses are leveraging AI to enhance communication and build stronger customer relationships. This blog explores how these technologies are transforming the customer experience. **AI Chatbots: 24/7 Customer Support customer service. These virtual assistants, powered by natural language processing (NLP), can handle a wide range of inquiries, from answering FAQs to resolving complex issues. Unlike traditional support systems, chatbots operate around the clock, providing instant responses that improve customer satisfaction. Scalability: Chatbots can manage thousands of conversations simu…  ( 4 min )

Liquid syntax error: Tag '{% https://www.smidmart.com %}' was not properly terminated with regexp: /\%\}/  ( 3 min )

I’ve seen too many promising teams fall apart not because of code quality, but because of silent, unresolved conflict. In our engineering community, arguments are part of daily life. If you’ve ever seen two developers argue over a variable name, you know what I mean. But the real danger isn’t the argument — it’s when everyone stays silent and lets the resentment grow. In engineering, we obsess over technical debt and outdated services, but rarely talk about what sinks teams: unresolved, mostly unspoken conflict. It’s not always the dramatic shouting matches; more often, it’s the slow build-up of unspoken tension and half-solved disagreements. Why does this matter? Meetings become rituals, and only safe topics are allowed. The hard questions? Ignored for "next time." People stop pushing …  ( 8 min )

Building forms in Vue.js doesn't have to be complicated. Whether you're a beginner just getting started with Vue forms or an experienced developer looking to streamline your form development process, this tutorial will walk you through creating your first dynamic form with Enforma from start to finish. By the end of this guide, you'll have built a complete user registration form with validation, nested fields, and repeatable sections—all with minimal boilerplate code. In this tutorial, we'll create a comprehensive user registration form that includes: Basic field validation (name, email, password) Cross-field validation (password confirmation) Nested data handling (address information) First, let's install Enforma in your Vue 3 project: npm install @encolajs/enforma Next, set up the Enfor…  ( 6 min )

10 Free Public APIs I’m Actually Using as a Developer in 2025 Emmanuel Mumba ・ Jun 11 #webdev #programming  ( 2 min )

10 Free Public APIs I’m Actually Using as a Developer in 2025 Emmanuel Mumba ・ Jun 11 #webdev #programming  ( 2 min )

Last week, I ran into one of those annoying little tech moments. I was away from my usual setup, working on a basic office desktop with no Microsoft Office installed. Someone sent me an Excel (.xlsx) file over Slack, and all I needed was to quickly check a few numbers—nothing more. Normally, I’d upload it to Google Sheets, but the network had strange restrictions that blocked uploads. Logging into accounts on a shared machine didn’t feel right, and installing new software wasn’t an option. After clicking through a few sketchy “free viewers,” I finally found a tool that just worked. You upload the file (or paste a URL), and it renders your spreadsheet directly in the browser—no ads, no sign-ins, no remote uploads. Everything runs locally, and your document never leaves your device. Fast, clean, and effortless. Even better, it comes with some really thoughtful features: ✅ View Excel spreadsheets without needing Microsoft Excel or Office 365 ✅ Navigate between multiple sheets with ease ✅ No registration or login required ✅ Files are processed privately, entirely within your browser ✅ Simple drag-and-drop upload ✅ Fullscreen viewing mode for better readability If you ever find yourself in the same situation, you can try it here. Not flashy, but it saved me time and frustration. If you know other minimalist tools like this that just work, drop them in the comments—I’d love to check them out.  ( 3 min )

The Hidden Cost of Developer Context Switching: Why IT Leaders Are Losing $50K Per Developer Annually Pratham naik for Teamcamp ・ Jun 11 #webdev #tutorial #productivity #devops  ( 2 min )

Every developer knows this scenario: You're deep in flow state, architecting a complex solution. Your IDE hums quietly. Code flows freely. Then—Slack notification. Urgent meeting. "Quick question" from a stakeholder. Your mental model crumbles. You spend the next 20 minutes rebuilding what you just lost. Welcome to context switching—the silent productivity killer that costs IT companies an average of $50,000 per developer each year. What Is Developer Context Switching? Context switching occurs when developers shift attention between different tasks, projects, or mental frameworks. Unlike computers that switch contexts in nanoseconds, human brains need significant time to rebuild complex mental models. When a developer switches from writing backend API code to debugging frontend componen…  ( 8 min )

Modern CPUs have multiple cores, but writing correct, scalable parallel code is hard. Learn how the qb framework makes it trivial to distribute work across all available CPU power, turning concurrency into true parallelism. Target Audience: Intermediate C++ developers looking to improve the performance and scalability of their applications. GitHub: https://github.com/isndev/qb Your C++ application might be concurrent, but is it truly parallel? Concurrency is about managing multiple tasks at once, but parallelism is about executing multiple tasks at the same time. On a multi-core CPU, this is the key to unlocking maximum performance. The qb actor framework is designed specifically for this. It abstracts away the complexities of thread management, affinity, and inter-thread communication, a…  ( 5 min )

Deploying Docker containers doesn’t have to break the bank. Whether you're a solo developer, building a startup MVP, or experimenting with DevOps, there are budget-friendly (even free) platforms to host your containerized applications. Here are 10 cheap ways to deploy Docker containers, with the pros and cons of each. Render Price: Free tier available Highlights: Supports custom Dockerfiles Auto-deploy from GitHub/GitLab Free HTTPS and background workers Best For: Full-stack apps, APIs, static sites Pros: Great documentation and UI Cons: Free tier sleeps after inactivity Docker Hub + Docker Desktop Extensions Price: Free (with limits) Highlights: Host your own image and run locally Useful for testing, CI/CD demos Best For: Local development or image storage Pros: Simple and beginner-fr…  ( 4 min )

At my workplace, we are planning to develop a program that reads RFID tags attached to each piece of linen. The concept is similar to collecting linen from guest rooms, passing through doors equipped with sensors at various points, and sending them to the laundry. I'm wondering if there’s any database system that can handle a high volume of simultaneous data reads, like those in conveyor belt industrial systems. I don't have much experience in this area, so I wanted to ask for some guidance. Thank you so much! 😊  ( 3 min )

In today’s digital world, data is the new currency, and managing this data efficiently is essential for every business and developer. MySQL stands as one of the most powerful and widely used relational database management systems. Whether you're just starting out or looking to enhance your database skills, this MySQL tutorial will guide you from the basic concepts to advanced levels—without overwhelming you with technical jargon. What is MySQL and Why Should You Learn It? MySQL is an open-source relational database system used to store, manage, and retrieve data. It forms the backbone of countless websites and applications, from small blogs to large enterprise systems. If you’ve used platforms like WordPress or e-commerce sites like Shopify, you’ve likely interacted with a MySQL-powered …  ( 5 min )

Stop thinking in threads and mutexes. Start thinking in actors and messages. Discover how qb's implementation of the Actor Model simplifies concurrent programming and eliminates entire classes of bugs. Target Audience: Beginner / Intermediate C++ developers curious about concurrent programming models. GitHub: https://github.com/isndev/qb If you've ever written multi-threaded C++ code, you know the pain of shared state. std::mutex, std::atomic, and std::condition_variable are powerful tools, but they're also a minefield of potential deadlocks, race conditions, and complexity. The qb framework offers a more elegant solution: the Actor Model. Instead of sharing memory, actors share nothing. They are completely isolated, stateful entities that communicate only by sending immutable messages to…  ( 5 min )

About me Hi, I'm a 21-year-old student at Wuhan University majoring in Telecommunications Engineering — but more importantly, I’m a product hacker passionate about building tools at the edge of AI and storytelling. Over the past year, I’ve participated in 10+ hackathons and won over $30,000 in prizes. I also published a software tool called Hacker Note in App Store, designed to streamline workflows for fast-paced builders like myself. Now I’m diving into the world of open source with my latest project Narratium.ai: Live Demo: https://narratium.org GitHub Repo: github.com/Narratium/Narratium.ai Docs: DeepWiki Documentation What is Narratium? Narratium is an open-source AI storytelling platform designed to feel like VSCode for Roleplay. It allows users to create immers…  ( 4 min )

Hey Devs! 👋 I’m currently working on a CSS-only library — designed to be beautiful, modern, and extremely easy to use. No JavaScript, no frameworks, just pure, powerful CSS. 🎨 This project is still in early development, and I’m really excited about how it’s shaping up! But here’s the thing... collaborate with passionate developers who enjoy working with CSS, animations, layouts, or just love clean UI. A lightweight, plug-and-play CSS library Utility classes + customizable components Responsive design baked in Focus on design aesthetics, usability, and fun Anyone who: Loves CSS and frontend magic ✨ Wants to contribute to an open-source project Has ideas for animations, layouts, or components Enjoys learning and building in public Whether you’re a beginner or a seasoned dev — if you’ve got passion for CSS, you’re welcome! Contribute to something beautiful from scratch Get featured as an early contributor Improve your CSS skills and portfolio Collaborate with like-minded devs “Great things are built together.” Just drop a comment with github account and mail — and I’ll loop you in with all the details. No pressure, no deadlines — let’s just build something awesome together at our own pace. Looking forward to building magic with you all! 💙  ( 4 min )

Xây Dựng Snake Game với Amazon Q CLI - Trải Nghiệm AI Coding Đầy Thú Vị! 🐍🤖 Ngày đăng: 15 tháng 1, 2025 Tên game: Snake Game Classic Lý do chọn: Tôi quyết định xây dựng game Snake cổ điển vì đây là một game đơn giản nhưng chứa đựng nhiều thách thức thú vị về programming. Snake Game yêu cầu: Collision detection phức tạp (wall, self-collision) Game state management (menu, playing, pause, game over) Real-time input handling và responsive controls Score system với persistence Dynamic object growth (snake grows when eating food) Mục tiêu: Tạo ra một Snake Game hoàn chỉnh với tính năng advanced như sound effects, special food, high score system, và UI chuyên nghiệp - tất cả chỉ bằng cách chat với Amazon Q CLI! Sau hàng giờ thử nghiệm với Amazon Q CLI, tôi đã khám phá ra những kỹ thuật pr…  ( 8 min )

In today’s fast-paced development environment, deploying applications quickly and consistently is a critical skill. That’s where Docker comes in. Docker helps you build, ship, and run applications in lightweight, portable containers that work seamlessly across different environments. This Docker tutorial from Tpoint Tech is your go-to resource to understand the fundamentals of Docker and how it simplifies modern development workflows. Whether you’re an absolute beginner or brushing up your DevOps skills, this docker tutorial for beginners will help you get started from scratch—with real examples. Docker is an open-source containerization platform that allows developers to package applications and their dependencies into containers. These containers run uniformly on any environment—whether…  ( 5 min )

Stop Using Docker like its 2015 Jonas Scholz ・ Apr 19 #devops #cloud #docker #webdev  ( 2 min )

Leave a comment below to introduce yourself! You can talk about what brought you here, what you're learning, or just a fun fact about yourself. Reply to someone's comment, either with a question or just a hello. 👋 Come back next week to greet our new members so you can one day earn our Warm Welcome Badge!  ( 3 min )

MBTJ Imagine it’s a Monday morning. The sun peeks through your window blinds, and your to-do list glares back at you—a tangled jumble of tickets, meetings, and half-finished side projects. You sip your coffee and wonder: “How will I actually get deep, uninterrupted work done this week?” That was me (Hi, I am HyungWoo, you can call me Eric), a software engineer buried under an avalanche of context switches. I loved Linear for tracking issues, but it lived in its own world. Google Calendar managed my meetings, but had no idea about my development tasks. Worse, every time I estimated a card in Linear, reality laughed in my face when I discovered I’d actually spent twice the time. Weekends blurred into evenings of “catch-up” work, and burnout loomed on the horizon. I always blocked out chunks …  ( 4 min )

Building a Fitness and Health App Based on HarmonyOS Next: Creating an Intelligent Health Data Tracking System Introduction: New Opportunities in Smart Health Applications With growing public health awareness, fitness and health applications have become essential in the mobile ecosystem. HarmonyOS Next provides developers with comprehensive health data management capabilities and cloud collaboration solutions. This tutorial guides you through building a fully functional fitness app from scratch, covering the entire workflow from health data collection to cloud synchronization and visual presentation. In DevEco Studio, create a new project: Select the "Application" template Choose ArkTS as the language Select "Phone" as the device type # Project directory structure …  ( 6 min )

Developing a Fitness & Health App on HarmonyOS Next: Heart Rate Monitoring and Health Reporting System This article explores how to build a feature-rich fitness and health application using the HarmonyOS SDK and AppGallery Connect. We’ll focus on core functionalities: real-time heart rate monitoring, cloud data synchronization, health report generation, and an achievement incentive system. Core Modules: Heart Rate Monitoring: Capture real-time heart rate data using device sensors. Data Sync: Securely store heart rate data in AppGallery Connect Cloud DB. Health Reports: Analyze data using cloud functions to generate daily/weekly reports. Achievement System: Display leaderboards and badges based on activity data. Tech Stack: Frontend: HarmonyOS ArkTS UI framework. Data…  ( 7 min )

Welcome back to Week 3 of my Rust learning journey! Last week, I focused on structuring data with compound types and guiding program flow. This week felt like unlocking a new level. I dove into pattern matching, match/if let, and how methods work in Rust (yes, Rust has methods!). Here's what I tackled: Pattern Matching: match expressions matches! macro if let expressions Understanding various Patterns Methods & Associated Functions Let's dive into how these concepts are elevating my Rust code, and how my AI assistant is evolving into an even smarter partner in this learning process. This was definitely the highlight of the week. Rust's pattern matching allows for incredibly concise and safe ways to handle different data variations, especially with enums. It feels so much more robust tha…  ( 7 min )

Check out this Pen I made!  ( 2 min )

Developing Fitness and Health Applications Based on HarmonyOS Next: From Sensors to Cloud Sync This hands-on guide will walk you through building core modules of a "HealthTracker" fitness app, covering motion data collection, local storage, cross-device sync, cloud backup, and dynamic card display using ArkTS and AppGallery Connect (AGC) services. 1.1 Project Setup & Dependencies Create a "HealthTracker" project in DevEco Studio (Type: Application, Model: Stage). Add health service and distributed data dependencies in oh-package.json5: "dependencies": { "@ohos.sensor": "2.0", // Sensor service "@ohos.distributedData": "1.0", // Distributed data "@agconnect/database": "1.0" // AGC cloud database } 1.2 Permission Declaration Declare permissions in module.jso…  ( 5 min )

Or: How I Discovered Why Nginx Doesn't Use 10,000 Threads and Nearly Had a Mental Breakdown When we left off in Part 1, I had built what I thought was a pretty solid multi-threaded TCP server. It handled multiple connections, had proper cleanup, and even graceful shutdown. I was feeling pretty good about myself until I ran some basic load tests and watched my beautiful creation crumble like a house of cards in a hurricane. The problem wasn't bugs in my code - it was the fundamental architecture. My thread-per-connection model hit a wall around 200 concurrent connections, and it wasn't even close to graceful degradation. The server didn't slow down - it just started rejecting connections entirely. Memory usage was through the roof, and CPU was spending more time switching between threads th…  ( 13 min )

##鸿蒙核心技术##运动开发##Core File Kit（文件基础服务） 前言 在运动类应用中，能够快速导入和分析其他应用的运动记录是一个极具吸引力的功能。这不仅为用户提供便利，还能增强应用的实用性和吸引力。本文将结合鸿蒙（HarmonyOS）开发实战经验，深入解析如何实现一个运动记录选择与上传功能，让运动数据的管理更加高效。 一、为什么需要运动记录上传功能 运动记录上传功能允许用户将其他应用（如 Keep）的运动数据导入到我们的应用中进行分析和管理。这不仅可以丰富我们的应用数据，还能为用户提供更全面的运动分析和建议。此外，通过上传功能，用户可以轻松备份和同步他们的运动记录，无论何时何地都能查看自己的运动历史。 二、核心功能实现 1.文件选择 为了实现文件选择功能，我们使用了鸿蒙的DocumentViewPickerAPI。以下是文件选择的核心代码： async selectFile() { if (this.isLoading) return; this.isLoading = true; try { let context = getContext(this) as common.Context; // 请确保getContext(this)返回结果为UIAbilityContext let documentPicker = new picker.DocumentViewPicker(context); let documentSelectOptions = new picker.DocumentSelectOptions(); // 选择文档的最大数目（可选） documentSelectOptions.maxSelectNumber = 1; // 选择文件的后缀类型['后缀类型描述|后缀类型']（可选…  ( 3 min )

Developing Fitness and Health Applications Based on HarmonyOS Next: From Health Data to Cloud Synchronization In the era of all things connected, fitness and health applications are becoming essential companions for personal health management. HarmonyOS Next provides an exceptional platform for developers to create intelligent, interconnected health applications with its robust distributed capabilities, smooth performance, and rich application service interfaces. This article delves into building a fully functional fitness and health application using HarmonyOS SDK application services—specifically Health Kit, Cloud DB, and Cloud Functions from AppGallery Connect. We will develop an application named "Harmony Health Assistant" with the following core features: Step Tracking and Displ…  ( 6 min )

Finally, I am writing this article after much procrastination. I have had a lot on my desk, which is why I have been procrastinating. As one of the mentors at the Technical Writing Mentorship Program (TWMP), I volunteered to be part of the migration team as the program wanted to migrate its documentation from Hugo to Docusaurus. I was excited about this project, hence my willingness to volunteer. When the project lead (Prince Onyeanuna and Wisdom Nwokocha) at the TMMP brought out the Plan for the migration, I was given a position that I never thought of when I joined. I was made the team lead for the HomePage redesign. Now, apart from being my first open-source contribution and documentation migration, it was also the first time I led a documentation migration team. In my team, I had two …  ( 5 min )

Premium Look Navigation Bar for different purposes. added sections with ids. smooth animations. color changing animations. includes tailwindcss and google fonts. make sure you include tailwind and google fonts in your file.  ( 2 min )

If you're building backend services in Node.js, you’ve probably faced bugs that feel like they appear out of nowhere—silent failures, unexpected crashes, or just inconsistent behavior that doesn't show up in local testing. We certainly did. Our team had been working on a relatively complex Node.js backend powering APIs for a client-facing web dashboard. But no matter how many unit tests we wrote or code reviews we did, strange issues kept creeping into production. Then, we made a small but powerful change: we introduced one middleware function. It didn’t refactor our logic or change any major architecture. It simply caught what was already there—errors hiding in plain sight. To our surprise, that one middleware fixed over 90% of our runtime bugs. Let’s break it all down—what the middleware…  ( 7 min )

UX design plays a vital role in the success of any digital product, helping to drive higher user adoption rates and ensuring sustainable growth over time.  This role becomes even more critical in the context of SaaS products, where the complexity of features and workflows often presents a steep learning curve for many users. Without thoughtful SaaS UX design, users can quickly become frustrated or overwhelmed, leading to low engagement and high churn rates. In this blog, Lollypop will explore the key benefits of great UX design for SaaS growth. We’ll also share SaaS best practices through a practical case study of Mavic — a Sales Force Automation platform developed by Tata Consumer Products Limited (TCPL). Let’s dive in! First impressions matter. An engaging and user-friendly interface att…  ( 9 min )

Here is a lab I conpleted on the Cybrary website.  ( 2 min )

The terms stateful and stateless describe whether a system or component maintains context (state) between interactions (such as API calls, sessions, or processes). Stateful A stateful system remembers previous interactions. It maintains data (state) across requests or sessions. Stores session info between requests. Requires memory/persistence layer (e.g., session store, database, in-memory cache). Ideal for long-lived workflows or real-time interactions (e.g., chat, streaming, games). Stateful API: A login session stored on the server (e.g., express-session with Redis). WebSocket connection: Keeps user state alive during a conversation. Database connection pools: Keep the connection state between requests. Harder to scale (e.g., sticky sessions or external session store needed). Higher …  ( 5 min )

SSR clash vary SSR（ShadowsocksR）是 Shadowsocks 的一个分支项目，是一种代理工具，并不是真正意义上的 VPN，但功能类似，常用于翻墙（突破网络封锁）、访问被屏蔽的网站。SSR 在中国大陆被广泛使用，目的是绕过 GFW（Great Firewall）。 全称：ShadowsocksR 本质：基于 SOCKS5 协议的加密代理工具 目标：增强 Shadowsocks 的抗干扰性和稳定性 状态：原项目已停止更新，现有的是一些第三方维护版本 客户端发起连接请求 本地客户端将用户访问的网络请求（如访问 Google）重定向到 SSR 本地代理端口。 本地加密传输 SSR 客户端将请求数据进行加密（使用指定的加密算法）。 通过防火长城 加密后的数据通过普通网络发送到海外 SSR 服务器，伪装成普通通信以绕过审查。 服务器解密并访问目标网站 SSR 服务端解密数据，代为访问目标网站（比如 google.com），获取返回内容。 加密返回数据并传回客户端 服务端将结果加密，发回本地客户端，由本地解密并呈现给用户。 对比项 Shadowsocks（SS） ShadowsocksR（SSR） 加密协议 较基础 更多自定义协议和混淆方式 混淆功能 无或简单 支持混淆插件（伪装成正常流量） 协议支持 单一 支持多种协议（如auth_chain） 抗封锁能力 一般 更强，适合强干扰环境 使用难度 简单 略复杂，需要更多配置 服务器IP（Server） 服务器端口（Port） 密码（Password） 加密方式（Encryption，比如 aes-256-cfb） 协议（如 auth_chain_a） 混淆插件（如 tls1.2_ticket_auth） 备注（方便识别） 在中国大陆，使用 Shadowsocks/SSR 翻墙属于法律灰色地带，尤其是提供代理服务的一方（如搭 SSR 服务端）风险更大。 SSR 原项目已被作者停止更新，部分原因与政策风险有关。 目前推荐使用更现代的工具，如 V2Ray、Trojan、Clash 等，兼容 SSR 协议但更安全和活跃。 如果你想了解如何部署 SSR、自建服务端，或者需要一个推荐的 SSR 客户端，请告诉我你的使用场景（平台/设备），我可以给你具体建议。  ( 3 min )

Why Consensus Algorithms Matter More Than You Think (And How to Pick the Right One) I've been building distributed systems at scale for several years now, from real-time recommendation engines to high-reliability emergency platforms. If there's one thing that kept me up at night in my early days, it was consensus algorithms. Not because they're impossibly complex, but because choosing the wrong one can absolutely wreck your system's performance and reliability. Let me save you some sleepless nights by breaking down what I wish someone had told me when I was designing systems that needed to handle 50K+ events per second with zero tolerance for inconsistency. Picture this: you have multiple servers that need to agree on something. Maybe it's which server should be the leader, or what order…  ( 5 min )

Scaling isn't about having the perfect architecture from day one. It's about building systems that can evolve, monitoring them obsessively, and learning from your inevitable failures. Over the past few years, I've had the privilege of scaling systems at two major tech companies—from transforming an advertiser intelligence platform to building a notification system that processes 50K+ events per second. The journey from "this batch job runs overnight" to "we need real-time recommendations with 80%+ confidence" taught me some expensive lessons about scaling distributed systems. Here's what I wish I'd known before our first real-time migration broke everything (twice). The Disaster: At my current company, we had a beautiful batch processing system for our advertiser intelligence platform. It…  ( 9 min )

Hey there, today we’re diving into an exciting project: building a Payment Gateway API using Django and PayPal! A Payment Gateway API is a RESTful service that lets businesses accept online payments securely, and we’ll create one you can deploy and use. By the end, you’ll have a working system (like Payment-gateway) to handle transactions with ease. Let’s get started! A payment gateway is like a digital cashier for online stores, securely processing payments. Integrating PayPal with Django gives you a reliable, user-friendly solution without starting from scratch. This project uses minimal data (name, email, amount), skips authentication for simplicity, and includes automated tests. Before we jump in, ensure you have: Python 3.12: Check with python --version. Django 5.0.6 and Django REST F…  ( 9 min )

A leap second is a one-second adjustment made to Coordinated Universal Time (UTC), the global standard for timekeeping, to reconcile the discrepancy between precise timekeeping (based on atomic clocks) and the Earth's slightly irregular rotation. While this adjustment is intended to keep our clocks aligned with solar time, it has historically caused significant technical challenges, particularly in computer systems. One notable instance of such disruption occurred in 2005, when a leap second led to a massive glitch in the Linux operating system. Below, we explore what a leap second is, why it exists, and the specific reasons behind the Linux glitch in 2005. A leap second is an additional second inserted into (or, in rare cases, removed from) the UTC time scale to account for the gradual sl…  ( 8 min )

Development Guide for Food Discovery Application Based on HarmonyOS Next 1. Project Overview and Development Environment Setup We will develop a food discovery app named "FoodFinder" with core features: Location-based nearby restaurant recommendations Food detail display and user ratings Favorites management Restaurant search and filtering Development Environment Requirements: DevEco Studio 4.1 (Build Version 4.1.3.400) HarmonyOS SDK 5.0 AppGallery Connect service integration TypeScript language environment Project Initialization Steps: Create a HarmonyOS application project Configure cloud service dependencies in build-profile.json5 "dependencies": { "@ohos/agconnect-database": "^5.0.0", "@ohos/agconnect-auth": "^5.0.0", "@ohos/location": "^…  ( 5 min )

Practical Guide to Developing a Food Discovery App Based on HarmonyOS Next 1. Project Overview and Environment Setup We’ll develop an app named FlavorFind with core features: Waterfall-style food display Smart favorites with local storage Dynamic detail page navigation Dark mode switching Development Environment: DevEco Studio 4.1 Beta HarmonyOS SDK 5.0 Target Device: HarmonyOS Next API 11 2. Core Functionality Implementation 1. Homepage Food Waterfall (ArkTS + Flex Layout) // components/FoodList.ets @Component struct FoodItem { @Prop foodData: Food // Receives food data from parent component build() { Column() { // Food cover image Image(this.foodData.imageUrl) .width('100%') .as…  ( 5 min )

Full Analysis of "TasteLog" Food Community App Development Based on HarmonyOS Next This article guides you through building a full-featured food social application "TasteLog" using HarmonyOS 5.0's ArkTS language and AppGallery Connect services. You'll master integration of core functionalities including user authentication, data storage, and location services. Application Scenario: Users share food exploration notes, bookmark favorite restaurants, and discover nearby food hotspots. Core Technologies: HarmonyOS 5.0 (Next API 10) ArkTS Declarative Development AGC Services: Auth, CloudDB, Cloud Storage, Cloud Functions Location Services, Media Library Access 2. Project Setup & AGC Configuration Create HarmonyOS Project // Initialize at entry/src/main/ets/pages…  ( 5 min )

Introduction I was drinking lassi. Wikipedia. Whatever, I was drinking lassi and scrolling through YouTube, when I stumbled upon this video by Mr.PiwPiew. After completing the video, I looked through the comment section, and then I came here to write this blog. The top comment was made by @NFvidoJagg2. It was HTML is not a programming language, it's an XML based markup language used to build webpages. I can't describe how shocked I was at that time. All the time I didn't knew HTML isn't a programming language Now you can call me dumb, but in the end I found out that it's not a programming language and now I am here to help those who still consider it as a programming language. First, if you already knew the full form of HTML, I am 60% sure you also know it's not a programming language, b…  ( 5 min )

AI was supposed to make development easier. What we’re left with is half-understood code, test coverage duct-taped together, and developers trusting output they didn’t write, don’t own, and can’t fully explain. So now we’re here: Here’s how we got here—and what nobody’s saying out loud. 🧠 Prompt Engineering Isn’t Engineering Prompt engineering sounds smart—until you realize it’s just creative Googling with better grammar. We wrote about why the term “engineering” doesn’t belong here. Because if your process breaks when phrasing changes, it’s not engineering. It’s trial-and-error with a marketing spin. 🔀 AI vs Traditional Coding Isn’t the Right Debate People love debating whether AI will replace traditional coders. Traditional coding builds muscle memory. AI coding builds dependency. 🧨 We’re Creating Technical Debt Faster Than Ever The more you rely on AI, the less you review what it does. This isn’t a rant—it’s a warning. By the time you’re fixing it, the damage is already deployed. 🧟‍♂️ And Now It’s Writing SEO Content Too... It’s not just code. AI is now pumping out articles that say nothing—but rank anyway. And just like bad code, bad content piles up until the signal gets buried. AI’s not the problem. We’ll keep debugging, rewriting, and firefighting until we treat AI as a tool, not a shortcut. You just swapped one problem for another. 🔍 This post was reframed from EngineeredAI.net — ☕️ Buy Me a Coffee if this saved you from another AI-generated mess. I run this blog solo. No sponsors. No clickbait. Just real tests, real bugs, and real dev logic.  ( 4 min )

在 Java 中，InvocationHandler 和 Proxy 是实现 动态代理 的核心组件，属于 Java 的反射机制（java.lang.reflect 包）。动态代理允许在运行时动态创建代理类，用于拦截和增强目标对象的方法调用。以下是对 InvocationHandler 和 Proxy 的解释，以及它们如何实现动态代理的详细说明。 什么是 InvocationHandler 和 Proxy？ InvocationHandler InvocationHandler 是一个接口，定义在 java.lang.reflect 包中。 作用：它是动态代理的核心逻辑，负责处理代理对象的方法调用。 接口定义： public interface InvocationHandler { Object invoke(Object proxy, Method method, Object[] args) throws Throwable; } invoke 方法： proxy：代理对象本身（通常不直接使用）。 method：被调用的目标方法（通过反射获取）。 args：方法调用的参数。 返回值：方法执行的结果。 实现 InvocationHandler 接口的类可以自定义方法调用的行为，比如在方法执行前后添加逻辑（如日志、事务、权限检查等）。 Proxy Proxy 是一个类，也在 java.lang.reflect 包中。 作用：用于在运行时动态生成代理类，代理类会实现指定的接口，并将方法调用委托给 InvocationHandler。 核心方法： public static Object newProxyInstance(ClassLoader loader, Class[] inter…  ( 4 min )

This article is an English translation of the original Japanese article: https://dev.classmethod.jp/articles/modern-data-stack-info-summary-20250611/ Hello, I'm Sagara. As a consultant specializing in Modern Data Stack, I observe that the Modern Data Stack ecosystem is constantly buzzing with new information being released daily. Among the wealth of information being shared, I've compiled the Modern Data Stack-related updates that caught my attention over the past two weeks in this article. Disclaimer: This doesn't cover all the latest information about the mentioned products. The content is based on my personal judgment and preferences for information that I found interesting. A report article titled "The State of Data and AI Engineering 2025" was published on lakeFS's blog, summarizing t…  ( 6 min )

How to Become a Web Developer in 2025: A Step-by-Step Plan The tech industry continues to boom, and web development remains one of the most accessible and lucrative career paths for aspiring programmers. With businesses increasingly moving online and the demand for digital solutions skyrocketing, web developers are more valuable than ever. Whether you're looking to switch careers or just starting your professional journey, becoming a web developer in 2025 offers tremendous opportunities for growth, creativity, and financial stability. Web development encompasses the creation and maintenance of websites and web applications. The field is typically divided into three main specializations, each offering unique challenges and career prospects. Frontend Development focuses on the user-facing …  ( 5 min )

Security is a crucial aspect of web development, and while much of the focus is often on backend protections, HTML itself offers several ways to enhance security. Here are five HTML tips to help you build a more secure website. 1. Use `rel="noopener noreferrer" for External Links When using target="_blank" on anchor () tags, always include rel="noopener noreferrer" to prevent security risks like reverse tabnapping. html This prevents the new page from accessing the window.opener property of your site, reducing the risk of malicious attacks. 2. Sanitize User Input with sandbox in If your site embeds third-party content using , always use the sandbox attribute to restrict what the embedded content can do. `html ` This prevents actions like form submissions, pop-ups, and script execution unless explicitly allowed. 3. Enable HTTPS with Use the Content-Security-Policy (CSP) meta tag to enforce secure connections and prevent mixed content issues. html This automatically upgrades HTTP requests to HTTPS, reducing man-in-the-middle attack risks. 4. Prevent Form Hijacking with SameSite Cookies While primarily a backend setting, you can help secure forms by ensuring cookies are marked as SameSite (handled via server headers). However, you can reinforce security by using: `html ` Avoid GET for sensitive data, as it exposes parameters in the URL. 5. Disable Autofill on Sensitive Fields For fields that should not be stored in the browser (e.g., one-time passwords, security codes), disable autocomplete: html This prevents browsers from storing sensitive information that could be exploited. Final Thoughts While HTML alone won’t make your site completely secure, these practices add an extra layer of protection. Combine them with proper backend security (like input validation, CSRF tokens, and HTTPS) for a robust defense.  ( 3 min )

How to Link HTML, CSS, and JavaScript Files for Beginners  ( 2 min )

The 3 types of developers In my experience, there are 3 types of people drawn to programming; “The Tourist”, “The Puzzle Master”, and “The Builder”. The tourist is someone that has no real interest in programming itself, or what you can do with it. They are more interested in how it can allow them to change their lifestyle. They may care about the higher pay, allowing for a better living space, or to get away from the work culture they are used to in a different industry, or the aspect of being able to work remotely. You’ll often hear people from this group say something like “I just want to be able to travel and work from anywhere”. Hence the name “tourist”. Though this group often doesn’t last long, either leaving the industry, or changing position to management or something else that …  ( 6 min )

I learn git at 2020 but 5years later I can still not use it well “变基”（rebase）是 Git 里的一个操作，主要用来整理提交历史，让代码的历史更清晰、更线性。 假设你有一个远程分支 origin/master，你从它拉了一份代码到本地开发分支 feature，你在本地做了很多提交。这时，远程 master 又有了新的提交。如果你想把远程 master 的更新合并到你本地分支上，有两种常用方式： 合并（merge）：会产生一个合并提交，把两个分支的修改合并在一起，历史会出现分叉和合并的轨迹。 变基（rebase）：把你本地的提交“搬到”远程 master 的最新提交之后，好像你是基于最新的远程代码做的开发。这样历史看起来就像一条直线，没有分叉。 master: A --- B --- C \ feature: D --- E --- F 远程 master 现在有提交 A-B-C，你本地 feature 分支在 B 的基础上做了 D-E-F 三个提交。 执行变基（git rebase master）后： master: A --- B --- C \ feature(rebased): D' --- E' --- F' 你的提交 D, E, F 被“重新应用”在 C 之后，形成新的提交 D', E', F'。 优点： 提交历史整洁、线性，更易读。 避免多余的合并提交（merge commit）。 缺点： 变基会重写提交历史（生成新的提交哈希）。 已经推送到远程的分支如果执行变基后再推送，必须用 --force，会覆盖远程历史，可能影响其他协作人员。 在本地分支更新远程分…  ( 3 min )

Imagine a party brimming with people. You, as an observer, notice certain groups forming naturally: a cluster of people engrossed in a lively conversation, another huddled around a board game, and a quieter group enjoying the music. You haven't assigned anyone to a group; the groups emerged organically based on shared behaviours and interests. This natural grouping is the essence of unsupervised learning, specifically clustering. Unsupervised learning is a powerful branch of machine learning where algorithms learn from unlabeled data—data without predefined categories or targets. Unlike supervised learning, which uses labeled data to make predictions (e.g., classifying emails as spam or not spam), unsupervised learning aims to uncover hidden patterns, structures, and relationships within t…  ( 6 min )

Hey, algorithm adventurers! 🔍✨ Today we’re diving into a tricky substring frequency problem from LeetCode — 3445: Maximum Difference Between Even and Odd Frequency II. This one mixes frequency parity, substring windows, and greedy insight. Let’s break it down and crack it open. 💡 Given a string s consisting of digits '0' to '4', and an integer k, your task is to find the maximum difference freq[a] - freq[b] in a substring of s of size at least k, where: Character a has an odd frequency. Character b has an even frequency. You can pick any substring and any two characters (a ≠ b). If no such substring exists, return -1. The challenge here is tracking character frequencies in valid substrings and comparing their parity — without scanning every substring (which is too slow). Our optimized id…  ( 6 min )

How Linux Gave Me Faster Internet (Without Even Trying) The Setup I dual boot: Windows 11 on one side, Linux Mint on the other. Same machine. Same Wi-Fi. Same network conditions. But here's the twist — I’m not running stock Windows. Before anyone says “bloatware did it,” I already stripped it clean. I went all in: Custom scripts to remove bloat and telemetry Disabled background services, ad systems, and syncing Registry cleaned up Defender? Gone. Xbox/GameBar? Gone. OneDrive? Not a chance. I even split my network into separate 2.4GHz and 5GHz bands, then forced the laptop to stick to 5GHz so it would stop jumping around and tanking speeds. And after all that work? Best-case download speed: 5–20 Mbps, fluctuating, and occasionally disconnecting. Installed Mint. No tweaking. No tuning. No custom anything. Boom. 35 Mbps, stable. No bouncing, no hiccups, no weird background processes eating bandwidth. It just worked. I could get technical about network stacks, background tasks, and invisible Windows daemons doing who-knows-what — but the short version is: Linux doesn’t assume ownership of your connection. It asks nothing, and it gets out of the way. I spent hours customizing Windows to behave itself. Linux behaved by default. If your connection is flaky and you've tried everything... maybe the problem isn't your router, or your ISP, or your drivers. Maybe the OS just talks too much.  ( 3 min )

MEXC introduces a $100 million fund to protect users from platform breaches, hacks and technical failures, with real-time wallet transparency.

Bitcoin reached $110,000 on June 11, prompting predictions for a further rally to new all-time highs, including $1 million BTC price calls.

PancakeSwap now offers one-click crosschain swaps with Across Protocol, aiming to reduce bridge risk and improve DeFi user experience across Arbitrum, Base and BNB Chain.

Although the bill would allow the National Bank of Ukraine to acquire crypto assets like Bitcoin as part of state reserves, it would not require the bank to do so.

Republican Representative William Timmons has asked US Securities and Exchange Commission Chair Paul Atkins for documents on the agency’s historical approach to Ether.

The Peter Thiel-backed crypto exchange joins a growing list of firms seeking to go public as investor optimism returns under the Trump administration.

Bitcoin moves in the “opposite direction of retail’s expectations,” which may lead to a price surge lag, Santiment analyst Brian Quinlivan tells Cointelegraph.

The CLARITY Act will move to the House floor after the House Financial Services Committee voted to advance the crypto market structure bill in a 32 to 19 vote.

Cybersecurity firm Kaspersky says the Librarian Ghouls may be hacktivists, based on their reliance on legitimate, third-party utilities, a technique commonly associated with similar groups.

ETF analysts say the Securities and Exchange Commission could approve Solana, Ether staking and crypto index ETFs as soon as next month.

Consumer Financial Protection Bureau acting enforcement director Cara Petersen has quit, saying that she has never “seen the ability to perform our core mission so under attack.”

Nearly 30% of the 100 executives at a Fortune 500 firm said their company has plans or is interested in stablecoins, up from 8% who said the same last year.

GameStop shares slid over 3.5% after-hours on Tuesday, falling to just above $29 after the video game retailer missed revenue estimates for Q1.

Strategy’s Michael Saylor claims that “all the evidence” indicates Bitcoin is unlikely to face another crypto winter anytime soon.

Bitcoin Core dev Gloria Zhao says the data limit for OP_RETURN will be raised in October, infuriating several Bitcoin users who prefer images, text and audio to stay off the blockchain.

ETH open interest reached a record $40 billion as Ether price rallied above $2,800 for the first time in 15 weeks.

Sonos rolled out a major update for its Ace headphones today. Among the updates is the addition of TrueCinema technology and an updated Active Noise Cancellation (ANC). “We’re pleased to deliver experiences we’ve heard our customers ask for, like the ability for two people to watch TV with their Sonos Ace headphones at the same […] The post Sonos Rolls Out TrueCinema In New Update For Ace Headphones appeared first on Lowyat.NET.  ( 34 min )

Samsung has introduced the M9 M90SF, its first-ever OLED Smart Monitor, which is slated to be available in Malaysia soon. Created for users who want a versatile, all-in-one screen that blends work, entertainment and communication, the new monitor serves as a workstation, TV, gaming console and video call hub in a single sleek package. The […] The post Samsung Announces M9 M90SF OLED Smart Monitor For Malaysian Market appeared first on Lowyat.NET.  ( 35 min )

Toyota launched the bZ5 coupe SUV in China, which is offered in four variants. This car is the result of Toyota’s partnership with the Chinese automaker FAW, hence it features some key components from BYD. In terms of design, the car features a sharp C-shaped headlights that is connected to a thin strip of LED […] The post Toyota bZ5 EV Debuts In China appeared first on Lowyat.NET.  ( 34 min )

Buy Now, Pay Later (BNPL) platform Atome is planning to launch the Atome Card in Malaysia sometime in the future. While the company has yet to officially announce the card, users can join a waitlist through the app to be notified once the application process is open. The Atome Card is a BNPL card which […] The post Atome Opens Atome Card Waitlist Ahead Of Malaysian Launch appeared first on Lowyat.NET.  ( 33 min )

Bolt, one of the newer e-hailing players in Malaysia, has brought in a new safety feature called pick-up codes. While the feature was introduced in other markets a while back, it has now started promoting it as a new optional safety tool here. The purpose of pickup codes is to make sure that the right […] The post Bolt Brings Pick-Up Codes To Malaysia For Extra Safety appeared first on Lowyat.NET.  ( 33 min )

Alienware recently launched a Lego-inspired brick kit of Area-51 desktop PC. The brick kit is exclusive for Arena members and is made with Authentic Lego bricks. Specs-wise, the brick kit is about the same size as a Mac Mini M4 – the mockup’s W x H x L measures in at 5.5 x 13 x […] The post Alienware Launches Area-51 Brick Kit appeared first on Lowyat.NET.  ( 33 min )

Mercedes-Benz is preparing to unveil its next electric model, but this time it will not carry the ‘EQ’ badge. Mercedes decided to go with a familiar face; hence the all-electric GLC, which is reported to hit the roads in the spring of 2026 with the first model named 400e. A sneak peek of the prototype […] The post Mercedes Drops “EQ” Label With Upcoming All-Electric GLC; Set For 2026 Debut appeared first on Lowyat.NET.  ( 34 min )

iOS 26 and its counterparts were announced at this year’s WWDC keynote, and beta versions of the operating systems have already been made available to those enrolled in the Apple Developer Program. Through this beta, it has been discovered that the iPhone maker is working on the AirPods Pro 3, which might be released in […] The post Apple AirPods Pro 3 Seen In iOS 26 Code appeared first on Lowyat.NET.  ( 33 min )

The upcoming vivo X Fold 5 has had some of its specs leaked over time building up to its rumoured July launch. It is also already registered locally, appearing in the SIRIM database. With all that in mind, the brand has started its own teaser campaign, trickling bits of info on the device to the […] The post vivo Claims Upcoming X Fold5 Will Work With Apple Watch appeared first on Lowyat.NET.  ( 33 min )

Last month, Infinix introduced the XPAD 20, a more affordable alternative to its gaming tablet, the XPAD GT. And while the brand has not announced the availability of the new tablet in Malaysia yet, it has made its way to the SIRIM database, indicating that it will be sold here soon. The XPAD 20 was […] The post Infinix XPAD 20 Gets SIRIM Certification; Malaysian Arrival Imminent appeared first on Lowyat.NET.  ( 33 min )

Razer has added itself into the custom keyboard market with the introduction of the BlackWidow V4 75% back in 2023. But while it did come with switches that you can hotswap out, it’s not exactly the best deal for those who already have their own switches either in storage or on the way via courier. […] The post Razer BlackWidow V4 75% Now Has A Barebones Version For RM270 Less appeared first on Lowyat.NET.  ( 34 min )

The Edifier LolliClip, which made its debut earlier this year, has finally arrived in Malaysia. In case you are unfamiliar with it, it is a pair of open-ear wireless earbuds, similar to what we have seen from Huawei, Nothing, and several other brands in the past year. The LolliClip features a 13mm dynamic driver with […] The post Edifier LolliClip Now Available For RM719 appeared first on Lowyat.NET.  ( 33 min )

Google has officially rolled out its Android 16 update to compatible Pixel devices, with other phone brands set to receive it later. The update introduces improvements to notifications, more security features, as well as enhanced support for hearing devices. One of the highlights of Android 16 is a live updates feature for notifications. This feature […] The post Google Releases Android 16 For Pixel Devices appeared first on Lowyat.NET.  ( 33 min )

The new Liquid Glass redesign and a slew of upcoming features across Apple’s platforms may have dominated headlines during WWDC 2025, but many observers noticed one significant omission throughout the keynote: Siri. The on-device assistant, which Apple had heavily promoted for an AI-driven overhaul at last year’s event, was barely mentioned. In an interview with […] The post Apple Executives Explain Siri AI Overhaul Delay appeared first on Lowyat.NET.  ( 35 min )

Building up to the launch of the Nothing Phone (3), the company has posted a number of teasers, including announcing that it would not have the Glyph Interface. A new leak which is claimed to be a render of the phone has appeared online, and it looks as uncanny as you probably imagine it to […] The post Alleged Nothing Phone (3) Render Appears Online appeared first on Lowyat.NET.  ( 33 min )

The Nasdaq-listed firm, which recently adopted an XRP-focused treasury strategy, aims to generate yield on its digital asset holdings via Flare.  ( 28 min )

Bullish filed confidential papers with the SEC as the Trump administration eases regulations and promotes digital assets.  ( 27 min )

The XRP token is establishing key support levels, as per CoinDesk’s AI-driven analysis tool.  ( 31 min )

DOGE showed resilience with strong volume patterns as speculation builds around potential ETF approval.  ( 30 min )

Ether outpaces bitcoin on fresh institutional inflows and rising demand for tokenization, signaling a potential push towards its all-time high.  ( 30 min )

OpenTrade is expanding real-world asset-backed yield access in Latin America and Europe.  ( 27 min )

The testnet for the XRPL EVM sidechain has shown rapid growth.  ( 26 min )

Garlinghouse says he's "bullish on stablecoins."  ( 28 min )

PLUS: DEX volume has nearly doubled in the last year.  ( 33 min )

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This story is a partnership between MIT Technology Review, Lighthouse Reports, and Trouw, and was supported by the Pulitzer Center.  Two futures Hans de Zwart, a gym teacher turned digital rights advocate, says that when he saw Amsterdam’s plan to have an algorithm evaluate every welfare applicant in the city for potential fraud, he nearly…  ( 53 min )

Every report generated by Deep Research includes clickable citations to underlying content, enabling both verification and deeper follow-up.  ( 8 min )

Naviguer dans l'écosystème Google Cloud Platform peut parfois s'apparenter à l'exploration d'une métropole tentaculaire. Des centaines de services, chacun doté de sa propre puissance, offrent des possibilités quasi infinies. Mais comme dans toute grande ville, des réseaux souterrains et invisibles connectent chaque quartier. Dans GCP, ces réseaux sont les dépendances entre les services d'API, des liens cruciaux mais étonnamment absents des cartes officielles. Quand on travaille avec Google Cloud Platform (GCP), on finit toujours par passer par la case gcloud services enable. Que ce soit pour Cloud Functions, BigQuery, ou l’incontournable IAM, chaque service repose sur un ensemble parfois obscur d’APIs qu’il faut activer dans un ordre souvent flou. Et pourtant, la documentation officielle n…  ( 5 min )

When you build or buy a new PC, it often feels like you’re handing over a hefty chunk of your budget around 10%, just for the Windows license. But does it really need to cost so much? And what are your options if you want to avoid spending a fortune on an operating system that sometimes feels more like a surveillance tool with ads than a clean, straightforward platform? Let’s dive into the different ways to get Windows, from official to unofficial, and even free alternatives, so you can decide what’s best for your wallet and your privacy. Let’s start with the most official route: purchasing Windows straight from microsoft.com. You might expect this to be the easiest and most straightforward option, but surprisingly, even Microsoft seems reluctant to make it simple for you to pay them. The …  ( 8 min )

I’ve finally put together a minimal, terminal-inspired website for myself at m-mdy-m.github.io (code lives here ► GitHub). It’s built with GitHub Pages so it’s free, dead simple to deploy, and completely CLI-themed—think of it as a little shell where you can ls my posts, projects, and articles. So far, I’ve published a handful of what I hope are useful articles (everything from “What Is an Algorithm?” to deep dives on data structures), and you’ll find them under Articles. Under Projects, it currently shows only ARLIZ—my ongoing book on arrays, logic, identity, and zero (a journey through DS&A from first principles to real-world code). But there’s plenty more on the way: GLAND, agas, nexa, techshelf, qiks, TideityIQ, and a slew of half-baked experiments, demos, and micro-projects to fill in the gaps. Everything’s laid out in plain text—no distractions, no flashy themes—just a prompt, a blinking cursor, and your curiosity. If you see any typos, missing links, or broken demos, feel free to open an Issue or send a PR—I’d love your help squashing bugs, improving content, or even adding entirely new sections. If you enjoyed poking around, please ⭐ the repo and drop your thoughts, suggestions, or criticisms in the Issues. Your feedback helps me make this little CLI shell even better. Thanks for stopping by!  ( 3 min )

Some systems fail loudly. The best ones fail well. Graceful degradation means more than surviving failure. It means shaping it. A resilient system doesn't try to hold everything. It knows what must endure and lets the rest give way. And this isn't just about code. Teams fail. Habits fracture. People fray. You don't prove strength by staying unbroken. Read the full post → Graceful Degradation: When Systems Fail Well.  ( 3 min )

In Python, working with lists often means looping over them—whether to filter out certain values, transform items, or build a new list from existing data. Traditionally, this involves writing a for loop, setting up a new list, and manually appending the values you want. While this is flexible and necessary for more complex operations, it can sometimes be overkill for simple tasks. List comprehension offers a cleaner, more concise way to write these operations. Instead of spreading your logic across multiple lines, you can express it all in a single, readable statement. Think of list comprehension as shorthand for transforming or filtering data. Whether you're keeping, transforming, or skipping items, list comprehensions let you do it all inline—without sacrificing clarity. A list comprehen…  ( 5 min )

Web uygulamaları geliştirmek, günümüzün dinamik ve sürekli değişen dijital dünyasında son derece karmaşık bir görev haline geldi. Kullanıcı beklentileri sürekli yükselirken, geliştiriciler de modern web mimarisi tasarımının en son yenilikleriyle ayak uydurmak zorundalar. "Web Mimarisi: Geleceğin Şifresi" başlıklı bu makalede, web uygulamalarınızı daha ölçeklenebilir, sürdürülebilir ve son derece işlevsel hale getirmek için kullanabileceğiniz güçlü teknikler ve mimari ilkeler ele alınacaktır. Web mimarisi, web uygulamalarının temelini oluşturan ve kullanıcılara sorunsuz ve tutarlı bir deneyim sunmak için kritik öneme sahip karmaşık bir konudur. Modern web uygulamaları, yalnızca temel HTML ve CSS'den çok daha fazlasını gerektirir; bunlar artık gerçek zamanlı iletişim, zengin etkileşimli özel…  ( 6 min )

Disclaimer Este texto foi inicialmente concebido pela IA Generativa em função da transcrição de uma live do Dev Eficiente. Se preferir acompanhar por vídeo, é só dar o play. Introdução No desenvolvimento de software, constantemente adotamos práticas e metodologias baseadas em crenças amplamente aceitas pela comunidade. Acreditamos que Clean Code nos leva a ter um código mais fácil de manter, que Domain Driven Design resulta em sistemas mais sustentáveis, ou que escrever mais testes torna nosso sistema mais confiável. Mas e se algumas dessas crenças não fossem tão sólidas quanto imaginamos? Neste post, vamos explorar como o pensamento acadêmico pode nos ajudar a questionar nossas práticas de desenvolvimento de forma saudável e construtiva. Todos nós, desenvolvedores, temos…  ( 6 min )

__Check out this Pen I made!  ( 2 min )

Day 10 - Quantum Superposition & Interference Code: https://github.com/paulobmsousa/QuCode_21DaysChallenge/blob/main/QuCode_Day10_QuantumSuperposition_Interference_Ex1.py  ( 2 min )

Introduction In Laravel 12.16, a new hasAll method was added to the Illuminate\Support\Arr class. The Arr::hasAll method allows you to check if all specified keys exist in an array, making it easy to validate the presence of multiple keys at once. The method was contributed by @devajmeireles in PR #55815. In this Quickfire article, I'm going to show you how to use the Arr::hasAll method in your Laravel applications. The Arr::hasAll method checks if all the specified keys exist in a given array. If all the keys are present, the method will return true. Otherwise, it will return false. The method accepts two parameters: array - The array to check. keys - A single key or an array of keys to check for existence in the array. Let's take a look at an example of how to use this method: use Illu…  ( 4 min )

Of course! Here is the same article, adapted for the dev.to community. FILE: e2e-tests.js STATUS: BROKEN REASON: Cannot find element 'button.primary-action-new-and-improved-2' Sound familiar? Your CI/CD pipeline is red. Again. The front-end team shipped a "minor" CSS tweak, and now half your Selenium scripts are toast. You could spend the rest of your day hunting down new selectors, or you could tell your QA team they're on their own... except they're already swamped. This is the cycle that sends teams searching for a better way. No-code test automation platforms are booming, all promising to let you build resilient tests faster, without writing a single line of code. But is it all hype? I've been in the trenches with these tools, so here's my no-BS breakdown of who's who and which ones a…  ( 6 min )

Redis is an open-source, in-memory NoSQL key-value store primarily used for caching, session storage, and message brokering. It stores data in RAM, which enables extremely fast read and write operations compared to traditional disk-based databases Redis stores data in memory, making it significantly faster than disk-based databases. Redis is a NoSQL database, meaning it doesn't adhere to the traditional relational database model. It uses a key-value pair structure, where each key maps to a value. Redis is commonly used as a cache to speed up applications by storing frequently accessed data in memory. It can store user session data, providing a fast and efficient way to manage sessions in web applications. Redis can also act as a message broker, allowing different parts of an applicatio…  ( 4 min )

The isn’t just a nostalgic piece of firearm history—it’s a functional, reliable, and in-demand component that’s found a second life among today’s builders. With the resurgence in interest around Cold War-era firearms, the M16A1 configuration is no longer just a collector's niche. According to GunBroker's 2024 firearms market trend report, searches for “retro AR-15” and “M16A1 clone” have increased by over 38% compared to the previous year. When the U.S. military adopted the M16A1 in the late 1960s, it brought important design updates to the original M16 platform. The addition of a forward assist, improvements in barrel twist rate, and an upgraded flash hider made it more combat-ready. The m16a1 upper encapsulates all of those updates into a clean, fixed-carry handle format that retains …  ( 5 min )

环境变量详解及作用 环境变量（Environment Variables）是操作系统或程序运行时使用的动态键值对（Key-Value），用于存储系统配置、路径信息、用户偏好等数据。它们可以被操作系统、Shell 脚本、应用程序访问，影响程序的运行方式。 1. 环境变量的作用 环境变量的主要用途包括： (1) 配置系统行为 定义临时或持久的系统设置（如语言、时区、默认编辑器等）。 示例： LANG=en_US.UTF-8（设置系统语言） TZ=Asia/Shanghai（设置时区） (2) 存储文件路径 让程序知道关键文件或工具的存放位置（如 Python、Java、Node.js 的安装路径）。 示例： PATH（存储可执行程序的搜索路径） JAVA_HOME（指定 JDK 安装路径） PYTHONPATH（Python 模块搜索路径） (3) 控制程序运行方式 某些程序依赖环境变量调整行为（如调试模式、日志级别）。 示例： DEBUG=True（开启调试模式） FLASK_ENV=development（Flask 框架开发模式） (4) 安全存储敏感信息 避免在代码中硬编码密码、API 密钥等（如数据库连接信息）。 示例： DATABASE_URL=postgres://user:pass@localhost:5432/db API_KEY=12345abcde 2. 常见环境变量示例 变量名 作用 PATH 系统查找可执行文件的目录列表 HOME / USERPROFILE 用户主目录（Linux/macOS: /home/user，Windows: C:\Users\user） PWD 当前工作目录 SHELL 默认 Shell 程序（如 /bin/bash） EDITOR 默认…  ( 3 min )

I’ve finally put together a minimal, terminal-inspired website for myself at m-mdy-m.github.io (code lives here ► GitHub). It’s built with GitHub Pages so it’s free, dead simple to deploy, and completely CLI-themed—think of it as a little shell where you can ls my posts, projects, and articles. So far, I’ve published a handful of what I hope are useful articles (everything from “What Is an Algorithm?” to deep dives on data structures), and you’ll find them under Articles. Under Projects, it currently shows only ARLIZ—my ongoing book on arrays, logic, identity, and zero (a journey through DS&A from first principles to real-world code). But there’s plenty more on the way: GLAND, agas, nexa, techshelf, qiks, TideityIQ, and a slew of half-baked experiments, demos, and micro-projects to fill in the gaps. Everything’s laid out in plain text—no distractions, no flashy themes—just a prompt, a blinking cursor, and your curiosity. If you see any typos, missing links, or broken demos, feel free to open an Issue or send a PR—I’d love your help squashing bugs, improving content, or even adding entirely new sections. If you enjoyed poking around, please ⭐ the repo and drop your thoughts, suggestions, or criticisms in the Issues. Your feedback helps me make this little CLI shell even better. Thanks for stopping by!  ( 3 min )

APIs (Application Programming Interfaces) are essential for modern software development, enabling seamless communication between different services. Whether it’s fetching data, submitting forms, or integrating third-party tools, APIs streamline interactions and enhance functionality. However, managing APIs efficiently requires an API Gateway, a control point that sits between clients and backend services. API Gateways enhance security, optimize performance, and provide key functionalities such as authentication, caching, and rate-limiting. Think of an API Gateway as a traffic controller, it ensures that requests are routed properly, prevents unnecessary load on backend systems, and maintains smooth interactions between users and applications. Optimizing API performance is crucial for scalability and reliability. Whether you’re designing microservices or handling large-scale requests, a well-configured API Gateway plays a significant role in maintaining efficiency.  ( 3 min )

This is a submission for Frontend Challenge – June Celebrations, CSS Art: June Celebrations. This project was built to honour and visually celebrate Juneteenth, a pivotal moment in American history marking the emancipation of the last enslaved African Americans. The goal was to create an interactive and aesthetically pleasing experience that not only serves as a reminder of this significant day but also as a symbol of ongoing progress and the enduring spirit of freedom. Through dynamic animations and thoughtful design, I aimed to capture the essence of liberation and hope, making history accessible and engaging for everyone. Experience the Juneteenth Freedom Clock live: Live Demo: https://juneteenth-freedom-clock.vercel.app/ GitHub Repository: https://github.com/Boweii22/Juneteenth…  ( 4 min )

In recent years, Rust has emerged from relative obscurity to become one of the most talked-about and adopted programming languages in the tech industry. Recognized for its relentless focus on memory safety, unparalleled performance, and robust concurrency, Rust has captured the attention of some of the world's largest and most innovative companies. What started as a research project at Mozilla is now a fundamental tool in the software development arsenal of tech giants. The adoption of Rust by leading companies is not a fleeting trend; it's a strategic decision driven by the need to build more reliable, efficient, and secure systems. Below, we explore how various companies are leveraging Rust's unique capabilities to solve complex challenges and optimize their critical infrastructures. Ama…  ( 6 min )

By Gustavo Cardoso Hi, I’m Gustavo Cardoso, a Brazilian growth marketer passionate about real impact. I’ve worked with companies in Brazil and the U.S. — especially on projects where technology and creativity meet. Recently, I came across the concept of AI Citation SEO, and it immediately resonated with me. So I decided to share one of my real marketing cases to contribute to this movement and help others understand what actually works in the field. In 2023, I joined a project involving an AI-generated music platform. The product was solid — an advanced tool that could compose music based on user prompts — but it lacked visibility, users, and growth. The challenge? Turn powerful tech into real traction. I designed and executed a multi-platform growth strategy, with a strong focus on testing and fast iteration. Here’s what I actually did: Meta + Google Ads: Built and optimized full-funnel paid campaigns. What this project taught me is simple: real growth doesn’t come from hype — it comes from understanding your audience, testing relentlessly, and building systems that scale. Flashy tools and buzzwords can’t replace thoughtful strategy. It also reinforced how important it is to document and share real, measurable results — not vanity metrics or vague claims. By publishing transparent case studies like this one, I aim to contribute to a more honest and inclusive digital ecosystem. Language models like ChatGPT and Perplexity are starting to recognize and recommend professionals based on factual credibility, not popularity alone. We need a new kind of visibility — one built on evidence, not ego. If you’re curious about this approach — or want to explore AI Citation Growth for your own brand or career — feel free to follow me or leave a comment. I’ll be sharing more real-world cases and strategies soon. Let’s build visibility that lasts.  ( 4 min )

Let’s not pretend everyone starts life with equal cognitive resources. Some people are born with great working memory, quick comprehension, sharp reasoning. Others aren’t — but that doesn’t mean they don’t have good ideas, drive, or creativity. Large Language Models (LLMs) are quietly helping bridge that gap. They offer something rare: punch above your intellectual weight. You don’t need to remember all the edge cases, or how to word a formal request. The model helps scaffold that for you. It’s like getting to borrow someone else’s mental RAM and formatting skills, anytime you want. Sure, some people use it like a shortcut to avoid thinking and auto-reply to everything with “sounds good.” But the same was true of Wikipedia. Or Stack Overflow. Or calculators. Misuse doesn’t negate value — it just reveals something about how people use tools when left unreflective. In practice, the people getting the most out of LLMs aren’t thinking less. They’re thinking better. They’re testing assumptions faster. They’re seeing counterarguments they hadn’t considered. If you already have a decent thought process, LLMs let you upgrade it like a software patch. We’re used to thinking of intellect as a fixed trait. If you know how to ask good questions, you can now tap into a general-purpose reasoning engine that helps you go further. The internet gave us access to information. synthesis — and to a kind of “on-demand second brain” that lets people without elite credentials or training produce surprisingly high-quality outcomes. This won’t make everyone brilliant. But it will shift the baseline. It’s already doing that.  ( 3 min )

In this video, I walk through how I set up an automated system in Airtable to help a yoga coach manage their bootcamp process more easily. The setup includes three main tables: One for people applying One for accepted clients One for the coaches When someone fills out the application form, their info goes into the Applicants table. Right away, they get an automatic email confirming their application. The coach can then review each applicant and choose who to admit. If accepted, the applicant is moved to the Clients table and receives a welcome email. If not, they get a polite rejection message encouraging them to try again next time. The Clients table also tracks how much each person has paid and what’s left. As soon as someone is added here, the coaching team gets a Slack alert so they can start onboarding. Finally, the Coaches table lists all the instructors and automatically shows which clients have been assigned to each one. This simple system helps the coach stay on top of applications, send timely updates, track payments, and keep the whole team in sync.  ( 3 min )

First lets install this incredible package npm install nestjs-paginate http://localhost:3000/cats?limit=5&page=2&sortBy=color:DESC&search=i&filter.age=$gte:3&select=id,name,color,age { "data": [ { "id": 4, "name": "George", "color": "white", "age": 3 }, { "id": 5, "name": "Leche", "color": "white", "age": 6 }, { "id": 2, "name": "Garfield", "color": "ginger", "age": 4 }, { "id": 1, "name": "Milo", "color": "brown", "age": 5 }, { "id": 3, "name": "Kitty", "color": "black", "age": 3 } ], "meta": { "itemsPerPage": 5, "totalItems": 12, "currentPage": 2, "totalPages": 3, "sortBy": [["color", "DESC"]], "se…  ( 3 min )

如果在构建编译过程中，引用了不存在的文件， Xcode 会给出如下错误： Build input file cannot be found: '{path to some file}'. Did you forget to declare this file as an output of a script phase or custom build rule which produces it? 第一次遇到这个问题是在 Xcode 10 升级， Legacy Build System 升级为 Modern Build System 后，因为编译过程并行化，导致在前序的 Build Phase 步骤中下载的文件，无法被后面的步骤检测到。表现出来的错误的情形是：第一次构建时 Xcode 会报错。再按一次 Build 按钮，编译顺利通过。 在编译项目过程中，我们需要用到一些从服务器下载下来的文件。随着项目变大，需要下载的文件也逐渐变多。没有选择直接放在项目仓库里一是因为这些文件比较大，直接存在 GitHub 上浪费空间，二是因为二进制文件不适合版本管理。因此，我们通过运行一个 Run Script 的 Build Phase 来管理、下载这些文件。在项目每次编译时，首先执行这个步骤，从而确保本地的二进制文件是最新的。 因此，这个脚本需要从一个项目文件读取一些信息，然后从服务器下载对应的个数不定的文件，而这些文件后面会作为 On-Demand Resources 打包进 app bundle。 WWDC22: Demystify parallelization in Xcode builds | Apple 介绍了新的现代构建系统通过一些巧妙的办法，最大程度并行化编译过程，以节省时间。不得不说，看了视频里展示类似于火焰图的性能图表，所有构建流程都紧凑地分散在不同的物理核心上时，令…  ( 3 min )

Whenever I get a new machine, reinstall my system, or start at a new workplace with a freshly installed IntelliJ IDEA, there are a few key settings I always configure right away. They save time, reduce friction, and help me stay focused on writing code instead of fighting the IDE. Auto Import on the Fly In the past, I used to lose precious minutes manually importing every missing package — especially when pasting code snippets from colleagues or external sources. Enabling “Auto-import on the fly” ensures that IntelliJ automatically takes care of import statements as I write code. It might seem like a small thing, but over the course of a day (or sprint), it adds up to a lot of saved time and fewer frustrating interruptions. 👉 Settings → Editor → General → Auto Import →Optimize imports …  ( 4 min )

Today was a massive win for Story Hero — we officially launched our first landing page at https://storyhero.site! 🚀 We built and shipped the landing page in record time using React inside Bolt.new, took inspiration from 21st.dev, and deployed via Netlify. Then we claimed our free custom domain using Entri (IONOS) — and just like that, Story Hero was live. It’s: 🔄 Responsive & mobile-friendly 💫 Full of subtle animations 🔍 SEO-optimized with OG metadata 📬 Equipped with an email waitlist signup Honestly, it turned out beautiful and exceeded our expectations — and it’s already helping us tell the Story Hero story to the world. We also whipped up our first draft of App Store screenshots. They’re rough, but they’re enough to help us push towards our next big milestone: getting the app submitted for App Store review ASAP. The review process can take time (and surprises happen), so our focus is to get a "good enough" build live fast, then iterate from there. The sooner we get it into Apple’s hands, the sooner we can get real users and even paying subscribers — all before the hackathon ends. This week’s progress gets us one step closer to the goal: launching a real product with paying users in just 30 days. We’re still going for the “Make More Money” challenge, and every decision is focused on that north star. Even if we don’t win a prize, building Story Hero alongside this community is already worth it. Let’s keep shipping. – Josh & Daniel Team Story Hero Story Hero What is Story Hero? Twitter/X DEV Blog  ( 3 min )

1. Introduction In this post, we'll create a minimal Java microservice using Spring Boot and Maven. We'll use Maven's archetype to bootstrap our project and add a simple REST endpoint using the embedded Tomcat server that comes with Spring Boot. You can use Spring Boot's official archetype or simply use the spring-boot-starter-parent and manually add dependencies. Option 1: Use Maven Archetype (Manually Add Dependencies) mvn archetype:generate \ Then, modify the pom.xml to convert it into a Spring Boot project Replace the contents of pom.xml with: <modelVe…  ( 4 min )

The Opensearch folks who extended Elasticsearch are not stupid – that's why determining how one stores data in an OS Cluster is an index-level configurable setting, not one flat setting to apply throughout. Which puts the onus on us – to determine the most efficient, cheapest and fastest way to store data – for every different index. If you have enough unused-compute in your OS Nodes, below are perhaps the best compression algorithms to use for your usecases when you know the read and write patterns to your index. Let's look at the why: Frequent Writes, Frequent Reads: zstd_no_dict Reasoning: This codec offers the best write performance and very good read performance. Since both reads and writes are frequent, prioritizing speed is crucial. While compression is slightly less than zstd, t…  ( 7 min )

A while ago, I had the opportunity to lead a practical session with a few of my students, where we explored the power and flexibility of Wazuh—a free, open-source security platform offering extended detection and response (XDR) and SIEM capabilities. The goal of the session was to help them understand how Wazuh can be used to monitor system integrity, detect malware, and centralize security operations. Here's a detailed breakdown of what we covered during the lab: We started with deploying Wazuh and installing its agent on both Kali Linux and Windows OS systems in our lab environment. The students learned how to ensure the agent is properly connected and visible within the Wazuh dashboard. One of the key things I emphasized was the importance of SSH access to the Wazuh server. Since the Wa…  ( 4 min )

Have you ever found yourself scratching your head when your AWS Lambda function works perfectly in one region but fails in another? Recently, I encountered this exact scenario when moving a function from us-east-1 to eu-west-1. The culprit? VPC endpoints and Secrets Manager access. Let's dive into the problem and its solution. Our Lambda function, happily running in us-east-1, suddenly threw this error when deployed to eu-west-1: An error occurred (AccessDeniedException) when calling the GetSecretValue operation: User: arn:aws:sts::ACCOUNT_ID:assumed-role/ROLE_NAME is not authorized to perform: secretsmanager:GetSecretValue on resource: SECRET_ARN because no identity-based policy allows the secretsmanager:GetSecretValue action The puzzling part? The IAM permissions were identical in bo…  ( 5 min )

Artificial Intelligence (AI) is increasingly impacting nearly every corner of the legal world, and Family Law is no exception. While deeply personal and emotionally charged matters like divorce and child custody may seem immune to automation, AI is proving to be a powerful tool—not in replacing human judgment, but in improving efficiency, objectivity, and access to justice. Here’s how AI is reshaping the family law landscape: Smarter Document Generation & Case Preparation AI-powered platforms are now being used by family law attorneys to draft divorce petitions, custody agreements, and financial disclosures more efficiently. These tools can generate personalized templates based on client input, reducing the time and cost of preparing essential legal documents. Instead of starting from scra…  ( 4 min )

AI is beginning to reshape the estate planning field, streamlining routine processes and shifting how attorneys deliver value to clients. While the human element remains central to this deeply personal area of law, AI is enhancing how attorneys operate—both behind the scenes and at the client-facing level. Key Ways AI Is Impacting Estate Planning Attorneys: Client Intake and Communication Some firms are using AI chatbots or guided questionnaires to collect initial client information, identify goals, and flag common issues. This reduces administrative work and helps attorneys begin each case with clearer context. Risk Detection and Compliance AI tools can now analyze estate documents for errors, inconsistencies, or missing provisions. This adds a layer of quality control and helps attorneys ensure documents align with a client’s objectives and current laws. Educational Tools and Client Empowerment AI-driven platforms can also help clients understand complex concepts like probate, trust funding, or tax exposure—making the attorney’s job easier and consultations more productive. AI isn’t replacing estate planning attorneys—it’s refining their role. By automating routine tasks, attorneys can focus on personalized strategies, complex family dynamics, and providing the human guidance that clients still deeply value. Created By: Dalton Breshears  ( 3 min )

Use your own machine to validate your MVP When you're bootstrapping a project or simply want to validate an MVP without burning cash on infrastructure, most MVPs don't need a VPS. I just needed a URL I could share, fast. That’s exactly what I did to get DevScout online and test the MVP. In this article, I’ll explain how I used my own computer as a server, combined with Cloudflare Tunnel, to make the app publicly accessible, allowing me to test everything end-to-end, gather feedback, and only later invest in a proper VPS. Simple: I didn’t want to spend money before proving the idea had potential. Even cheap VPS options can be overkill when you're still building and validating your minimum viable product. And for side projects or personal experiments, using your own machine with a tunnel c…  ( 6 min )

Yesterday, Apple dropped something unexpectedly beautiful at WWDC 2025. While we were all waiting for the next AI breakthrough, Tim Cook surprised everyone with iOS 26, featuring the new "Liquid Glass" design language. The design refresh is inspired by Apple's VR headset, the Vision Pro, bringing translucent menus, glossy icons and rounded controls across all Apple devices. But here's the thing about us developers – when Apple shows us something shiny and new, we can't help but think: "I bet I could build that with CSS." 🤓 So naturally, instead of waiting for iOS 26, I decided to recreate Apple's Liquid Glass effect using nothing but HTML and CSS. No JavaScript, no complex frameworks – just good old-fashioned web magic. Apple's Liquid Glass uses real-time rendering and dynamically reacts …  ( 5 min )

Hello, I’m excited to finally share what I’ve been working on: Postimy. Postimy is your virtual assistant for all things social media. It helps you generate posts that actually sound like you, learning your tone, voice, and style over time. Whether you're trying to stay consistent on LinkedIn or Twitter, schedule posts across platforms, or brainstorm content ideas, Postimy is here to make it easier. You can join the waitlist here if you want to try it early. Postimy I’ve always struggled with the consistency part of social media. I have ideas, I know what I want to say, but actually sitting down to write content every few days? That was always the problem. Then it hit me! What if I could automate the content creation process but still make it feel authentic? There are already tons of AI …  ( 5 min )

I recently wanted to expand what I usually build as side projects and generate fresh ideas. I came across a JavaScript library I really liked called Tone.js, and used it to create a simple audio sampler and drum machine in a single app, just a basic version, but still a fun experience. Here’s the workflow: record an audio clip, trim it, and assign it to a pad. Tweak the audio in the FX rack, then place it on the timeline by clicking the corresponding row. You can also upload a clip or drag and drop audio files onto a pad. Beat Tailor Hope you enjoy it! 😊  ( 3 min )

Hello 👋! So, yesterday, I released pride-rs to allow Rustaceans to easily add pride flags to their landing pages. But then I thought, "Hmm. This is nice, but it's not nearly gay enough." There was no theatrical entrance, no bright attractiveness, no Ferris the crab doing a dance move on a Progress Pride flag. So obviously, I needed to take things to the next level. I should push it to the absolute extreme. I needed to put flags somewhere big, bold, fabulous, and meaningful. Naturally, I used hero crate: a package for making hero sections in WASM: and decided it was time to inject it with unapologetic queer energy. Thus, the pride component was born. pride Think of pride as the drag queen cousin of the classic hero section: big text, big flags, big feels. It's a hero landing page compon…  ( 6 min )

Introduction Authorization is a critical component of modern application security, but implementing it effectively can be challenging. Developers are increasingly turning to proven approaches like Zero-Trust Authorization, Policy-as-Code, and Context-Aware Authorization to simplify access control and enhance security. These approaches not only address the complexities of scaling applications but also integrate seamlessly into modern development workflows. This post explores the current authorization trends shaping how developers build secure, scalable systems. You'll also discover tools like Open Policy Agent (OPA) and Oso that simplify policy management and help you build secure, scalable systems. Whether you're designing a new application or modernizing an existing one, these trends an…  ( 11 min )

Life is not a piece of cake, as it comes with a bunch of challenges that test our patience, resolve, and resilience. Those challenging moments, though very tough, may hold the potential for the hidden reservoir of inner strength to surface. The ability to withstand adversity, adapt, and grow defines resilience and assists us in coming out stronger from life’s most challenging experiences. Discovering one’s inner strength is not only survival but also learning, evolving, and thriving. A Change of View This forces one to readdress and possibly change priorities. Through such difficult experiences, you get the ability to notice what’s worth holding onto by letting go of the trivial ones. For the small yet meaningful things in life, it cultivates gratitude. Emotional Resilience Every challen…  ( 6 min )

INTRODUCTION The world of cryptocurrency moves fast—and so should your data pipelines. In this blog post, I’ll walk you through how I built a real-time ETL pipeline using Apache Airflow that fetches and stores hourly cryptocurrency price data from the CoinGecko API into a PostgreSQL database. This setup is designed to be scalable, reliable, and easy to manage. This project demonstrates key data engineering principles: REST API extraction using Python Database integration with PostgreSQL Workflow scheduling with Apache Airflow Secure credential handling using environment variables The pipeline consists of the following components: Data Source: Polygon.io API providing cryptocurrency price data Database: PostgreSQL for data storage Orchestration: Apache Airflow for scheduling and monitorin…  ( 5 min )

Exploring the Capabilities of ECMAScript Decorators in Depth In the evolving landscape of JavaScript, one of the more intriguing features to emerge is the concept of decorators, which promises a more expressive way to enhance and modify classes and their members. With decorators, developers can implement behaviors and functionalities at a higher abstraction level, facilitating cleaner, more maintainable, and more understandable code. This comprehensive technical overview delves deeply into the mechanics of ECMAScript decorators—exploring their historical context, technical nuances, practical applications, and much more—aiming to provide a definitive guide tailored for seasoned developers. The concept of decorators is rooted in the broader object-oriented programming paradigm. Originally…  ( 6 min )

As cloud computing becomes the backbone of modern IT infrastructure, businesses are increasingly faced with a critical question: Which cloud provider should we choose? The top three contenders—Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP)—each offer powerful capabilities, but choosing between them depends on your organization's goals, tech stack, and long-term vision. Here’s a comprehensive comparison to help you make the best decision. ⚖️ Compute Services AWS: EC2, ECS, EKS, Lambda Azure: Virtual Machines, AKS, Azure Functions GCP: Compute Engine, GKE, Cloud Functions Takeaway: AWS offers the broadest options, Azure integrates best with Microsoft tools, and GCP shines with Kubernetes (GKE). 📀 Storage Services AWS: S3, EFS, Glacier Azure: Blob Storage, Files,…  ( 4 min )

AWS continues to expand its offer of resource visibility with enhanced security. The newest addition to the arsenal is the integration between AWS Resource Explorer and AWS PrivateLink, now available in all commercial regions. This move marks an important step for organizations that need to locate resources broadly, but without giving up private traffic, especially in environments with tighter security restrictions. Resource Explorer alone represents a breakthrough in the way administrators view their resources spread across different accounts and regions. Now, with support for PrivateLink, this capability can be achieved within the scope of VPC, without the need to expose calls to the public Internet. This type of evolution addresses a sensitive point in multi-account architectures: how to ensure that distributed teams have visibility over the environment without compromising private connectivity standards? The new integration solves precisely this dilemma. It enables broad searches for resources using the Console, CLI, or SDKs, all encapsulated within the private VPC fabric. In practice, this means that it is possible to consult resources on an organizational scale, with enhanced security and without relying on public routes. The experience is still accessible via the unified search bar, which maintains operational fluidity even in environments with tighter governance. The big advantage here is not just in the discovery itself, but in the way this discovery is made. By keeping traffic within the PrivateLink domain, the risk of exposing sensitive metadata and API calls is drastically reduced. This control is essential for companies that need to meet more demanding compliance requirements, especially in sectors such as finance, healthcare, or government. With this update, Resource Explorer takes another leap towards becoming not just an inventory tool, but a central point of contextual visibility, and now more compatible with corporate security policies. I hope you enjoyed it! See you next time.  ( 3 min )

LeafWiki is a lightweight, self-hosted Markdown wiki — tree-based, database-free, and easy to run as a single Go binary. With version v0.3.4, we're excited to announce native ARM64 support! LeafWiki is designed for developers and teams who want: Clean Markdown files organized in folders A real tree structure (not a flat list of pages) No database – just files on disk A modern UI with live preview Easy to self-host 👉 GitHub Repo 👉 Latest Release LeafWiki now builds and runs natively on: ✅ Raspberry Pi 4/5 with 64-bit OS ✅ Linux amd64 ✅ Windows x86_64 (via .exe) No emulation or QEMU needed — just download the binary and run! wget https://github.com/perber/leafwiki/releases/download/v0.3.4/leafwiki-v0.3.4-linux-arm64 chmod +x leafwiki ./leafwiki --jwt-secret=your-secret --admin-password=your-password --port=8080 🏡 Personal knowledge base on Raspberry Pi 🌍 Offline docs on embedded/field devices 🔄 Still in Development — Feedback Wanted! LeafWiki is still under active development. We're currently working on v0.4.0, which will include: Full-text search Table of Contents Public Pages Better mobile layout Your feedback, use cases, and questions are very welcome. Open an issue on GitHub, or comment here 🙌  ( 3 min )

Artificial Intelligence (AI) is redefining application security (AppSec) by facilitating smarter vulnerability detection, automated assessments, and even autonomous malicious activity detection. This article offers an in-depth overview on how machine learning and AI-driven solutions operate in the application security domain, written for cybersecurity experts and decision-makers as well. We’ll examine the growth of AI-driven application defense, its current features, limitations, the rise of agent-based AI systems, and forthcoming directions. Let’s begin our journey through the past, current landscape, and future of AI-driven AppSec defenses. Origin and Growth of AI-Enhanced AppSec Early Automated Security Testing Evolution of AI-Driven Security Models A key concept that arose was the …  ( 11 min )

Have you ever encountered an error when trying to run the npm install command, also known as npm i, and the process simply doesn’t work as expected? This type of problem is more common than it seems and can arise for several reasons, such as incorrect environment configurations, system permissions, or even issues related to conflicting dependencies. In this article, we will explore the most common causes of this error and, most importantly, how to fix it so you can get back to development without any more issues. This happens due to the PowerShell execution policy settings. Here is a step-by-step guide to resolve the problem: 1- Open PowerShell as Administrator: ● Search for "PowerShell" in the Start menu. ● Right-click on "Windows PowerShell" and select "Run as administrator." 2-Change the Execution Policy: In PowerShell, type the following command to allow the execution of scripts: Set-ExecutionPolicy RemoteSigned Press "Enter" and, when prompted, type "Y" to confirm the change. 3- Check the Execution Policy: To make sure the change was applied correctly, run the following command: Get-ExecutionPolicy It should return the RemoteSigned policy, which allows local scripts and remote scripts that are signed to run. 4- Run the npm install Command Again: Now, you can try running the command again: npm create vite@latest This should resolve the script-blocking issue and allow the installation to complete successfully. Reverting to the Default Policy (Optional): If you prefer to revert the execution policy to the more secure default after the installation, just run the following command: ⚠️ Important: Always be cautious when changing the execution policy. Only run scripts from trusted sources. To revert to the default policy, use the following command: 🚨 The last command npm create vite@latest is only needed if you are using vite. Source: Link  ( 3 min )

Você já se deparou com algum erro ao tentar rodar o comando npm install, também conhecido como npm i, e o processo simplesmente não funciona como esperado? Esse tipo de problema é mais comum do que parece, e pode surgir por diversos motivos, como configurações incorretas do ambiente, permissões de sistema ou até questões relacionadas a dependências conflitantes. Neste artigo, vamos explorar as causas mais frequentes desse erro e, o mais importante, como corrigi-lo para que você possa voltar ao desenvolvimento sem mais problemas. Isso acontece devido às configurações de política de execução do PowerShell. Aqui está um guia passo a passo para resolver o problema: Abra o PowerShell como Administrador: ● Pesquise por "PowerShell" no menu Iniciar. ● Clique com o botão direito em "Windows PowerShell" e selecione "Executar como administrador". Altere a Política de Execução: No PowerShell, digite o seguinte comando para permitir a execução de scripts: Set-ExecutionPolicy RemoteSigned Pressione "Enter" e, quando solicitado, digite "Y" para confirmar a alteração. Verifique a Política de Execução: Para garantir que a alteração foi feita corretamente, execute o comando: Get-ExecutionPolicy Ele deve retornar a política RemoteSigned, que permite a execução de scripts locais e de scripts remotos que sejam assinados. Execute o Comando npm installNovamente: Agora, você pode tentar rodar o comando novamente: npm create vite@latest Isso deve resolver o problema de bloqueio de scripts e permitir que a instalação seja concluída com sucesso. Revertendo para a Política Padrão (Opcional): Se você preferir reverter a política de execução para o padrão de segurança mais rígido após a instalação, basta rodar o comando: ⚠️ Importante: Sempre tenha cuidado ao alterar a política de execução. Execute apenas scripts de fontes confiáveis. Para reverter para a política padrão, use o seguinte comando. Set-ExecutionPolicy Restricted 🚨 Esse ultimo comando npm create vite@latestseria somente no caso de você estiver usando vite Fonte: Link  ( 3 min )

I built react-icons library Dessign ・ Jun 10 #webdev #devops #react #nextjs  ( 2 min )

trap. Long before the term “social engineering” became common cybersecurity jargon, a simple email with the subject line “ILOVEYOU” blindsided millions. What looked like a harmless confession of affection turned out to be one of the most devastating and cunning malware attacks in history. This is the story of the LoveLetter virus: the digital Romeo with a payload of chaos. Also known as the Love Bug or LoveLetter Worm, this piece of malware emerged from the Philippines and spread globally at an unprecedented rate on May 4, 2000. Written in VBScript targeting Microsoft Windows operating system, it exploited a simple psychological trick: curiosity and the universal appeal of love. The email’s subject line was: Subject: ILOVEYOU Attachment: LOVE-LETTER-FOR-YOU.TXT.vbs It looked like affectio…  ( 5 min )

Securing your backend routes is crucial when building modern web applications. One of the most common and secure ways to handle authentication is by using JWT (JSON Web Tokens). In this guide, you’ll learn: What JWT is How to implement login/signup How to protect routes using tokens in an Express.js app Adding encryption using bcryptjs to store hashed passwords JWT (JSON Web Token) is a compact, URL-safe token used to securely transmit information between parties. It has three parts: Header – Type and algorithm Payload – User info (e.g. ID, email) Signature – Verifies the token's authenticity A sample token looks like: eyJhbGciOi... (header). (payload). (signature) Install required packages: npm install express jsonwebtoken bcryptjs dotenv Also set up your project: npm init -y Create a …  ( 4 min )

This is a submission for the Runner H "AI Agent Prompting" Challenge What I Built Demo How I Used Runner H Use Case & Impact Social Love  ( 2 min )

Seção 1: Detalhes ou Primeiro Tópico php Aqui você começa a aprofundar no assunto. Divida seu conteúdo em seções lógicas para facilitar a leitura. Use títulos e subtítulos para organizar as ideias. Explique o primeiro ponto do seu post. Seja claro e objetivo. Você pode usar exemplos de código (se aplicável), imagens ou diagramas para ilustrar suas explicações. // Exemplo de código (use o idioma certo para a sua linguagem) function helloDevTo() { console.log("Olá, dev.to! Que bom ter você aqui!"); } helloDevTo(); Fillipi | Programador YouTube Instagram  ( 3 min )

I was searching for react-icons library and Github is the number one source for react icons and it looks a bit outdated.. So I built a website so we can have all the icons in one place, will be adding more icons there.. https://www.react-icons.com let me know what you think and any improvements welcome  ( 2 min )

Understand how ClusterIP routes traffic in Kubernetes, learn from real-world production failures, and fix them like a pro. This guide covers everything from kube-proxy internals to service misconfigurations and observability. ClusterIP is the default service type in Kubernetes. It enables intra-cluster communication by exposing a virtual IP address that distributes traffic to backend pods. But when things break in production, understanding how ClusterIP works internally is essential to resolving outages fast. This guide walks you through the ClusterIP traffic flow, and shares two real-world production issues, including how they were detected and fixed. How ClusterIP Services Route Traffic Internally Here’s the step-by-step path of a packet routed through a ClusterIP: 1. Client (e.g., fro…  ( 5 min )

Overview Plotting is one of those things you don't really care about until you need it. For that reason, working on plotting isn't exciting - but not having it can be really annoying. The goal of the plotting API in Divooka is to provide a very high-level, easy-to-use (ideally single-node) setup for common plot types: you just supply the source data, pick the plot type, behold and voila - you get the resulting chart. In the case of the Plotting toolbox, the results are static images. This scheme allows some fairly complex plot types, as seen here: However, things can become tricky when we want to support advanced style configurations, for which the convention is to expose data on a node as direct inputs and style configurations as a separate Configurations input, as discussed in this b…  ( 5 min )

In the past, when I opened Excel, it just looked like an empty grid — rows, columns, cells, and tables. It felt dry and technical, like a digital notebook without much purpose. But once I began learning data analysis, I quickly realized Excel is far more than a basic spreadsheet tool. It's one of the most accessible and powerful platforms for working with data — especially when you're just starting out. So, What Is Excel Really? It’s part calculator, part notebook, part detective. And with just a few key skills, Excel becomes your go-to tool for understanding what your data is really saying. 💼 Real-World Uses of Excel in Data Analysis HR Analytics: Understanding People Through Data HR teams do more than just handle hiring paperwork. They use data to improve employee experiences and workplace performance. Example: Example: Healthcare Data: Improving Efficiency While Excel doesn’t replace hospital systems, it’s incredibly useful for managing non-sensitive healthcare data like appointments, staff schedules, or treatment plans. Example: 🔍 Excel Features I’ve Come to Love VLOOKUP: A lifesaver when combining datasets. I’ve used it to match product names with IDs or to connect survey results with demographic info. Conditional Formatting: This makes patterns jump off the page — like highlighting overdue tasks, duplicate entries, or high scores. IF Statements: Great for applying logic and flagging data — for example, labeling rows as “Pass” or “Fail” based on a score. 💭 How Excel Changed the Way I See Data But now? I see data as a conversation. When I open a dataset, I instinctively ask: More importantly, Excel has made me more careful. I’ve learned to look twice before jumping to conclusions, and I’ve gained a deep appreciation for how a simple tool can surface powerful insights.  ( 4 min )

wsl 2 Instalación de WSL | Microsoft Learn (sin versiones ni nada, instala el ubuntu por defecto) docker (desde consola de ubuntu del wsl, no desde windows) Ubuntu | Docker Docs ddev https://ddev.readthedocs.io/en/stable/users/install/ddev-installation/#install-script-linux lo ultimo que necesitaras en el wsl es instalar esto GitHub - sakai135/wsl-vpnkit: Provides network connectivity to WSL 2 when blocked by VPN instalalo como standalone script y luego ya haces el servicio de systemd instalar plugin de vscode wsl Me da otros problemas como el tema de codesniffer y de phpstant path=$(printf '%s\n' "${PWD##*/}") { "php.validate.executablePath": "${workspaceFolder}/.ddev/php/php" }  ( 3 min )

As prep for recent interviewing, I worked up this list of topics. I chose to keep in mind .NET 8 and .NET 9 as latest versions, as .NET 10 has not been fully released yet. How'd I do? What topics have you been asked about in your Csharp .NET interviews and what was the position that you were interviewing for? What to Know for a C# .NET Interview: A Practical Guide Whether you're preparing for your first .NET developer interview or brushing up for a senior role, it's essential to know both theoretical concepts and hands-on best practices. This post outlines key areas that interviewers commonly focus on, along with real-world explanations and code samples. Entity Framework Core (EF Core) Transactions and Concurrency EF Core uses implicit transactions during SaveChanges() or Sav…  ( 5 min )

In the previous article we discussed how to assemble a docker container and run it. In this article, we will go further and talk about such a thing as Kubernetes. Kubernetes Kubernetes is a tool for orchestrating(managing) docker containers. With this tool you can deploy, scale and manage your containerized apps. Kubernetes commonly used in developing and production. Imagine you have a web application made up of multiple components: a frontend, a backend, and a database. Deploying and managing these parts manually, especially when they need to scale or recover from crashes, can become time-consuming and error-prone. Kubernetes automates this process, ensuring your application stays healthy and performs well. Manifest manifest is a YAML file that describes the desired state of a Kubernetes …  ( 5 min )

“Hey, why is the screen not popping after I show this dialog?” That was the message I sent to a friend late one night. I had just spent two hours trying to figure out why Navigator.of(context).pop() wasn't working. Turns out, I was using the wrong BuildContext something so small, yet it caused a huge ripple in my app. If you’ve been building Flutter apps for a while, chances are you’ve bumped into BuildContext quite a few times. It’s that ever-present parameter in the build() method. But do you really understand what it is? If not, don’t worry. Let’s walk through this together, from beginner to expert using real-world examples, painful bugs, and best practices. So, What Is BuildContext? Think of BuildContext as a pointer to the widget's position in the widget tree. It’s like your apartment…  ( 6 min )

Lessons in Leadership: What I Learned from Watching Ashkan Rajaee Handle Hard Decisions Reynaldo Dayola ・ May 26 #leadership #startup #ashkanrajaee #remotework  ( 3 min )

One thing I learned about: Web3 domain services Blockchain addresses are not intuitive for everyday users. Web3 domain services provide memorable names tied to on-chain accounts. This is similar to how DNS resolves domain names into IP addresses. This should help Web3 users own a domain and send/receive transactions. But, there are adoption challenges. Examples: ENS Unstoppable Domains Solana Name Service Handshake Tezos Domains Each service resolves domains only within a set of networks but not in others. This is bad because... Users need to register their domain at each network Domains can collide with each other They use the default DNS servers of the operating system or the browser. The only partial exception is Brave, which resolves some domains (e.g. .crypto, and .eth) While you can set up a custom Web3 DNS resolver, you cannot expect every visitor of your Web3 domain to do the same. Unstoppable Domains kills .coin in the name of .wallet (2022): https://domainnamewire.com/2022/10/18/unstoppable-domains-kills-coin-in-the-name-of-wallet/ What is ENS?: https://support.ens.domains/en/articles/7900404-what-is-ens About Handshake: https://learn.namebase.io/about-handshake/about-handshake Understanding DNS, Onchain & Web3 Domains (2025): https://unstoppabledomains.com/blog/categories/education/article/understanding-dns-onchain-web3-domains Brave Becomes First Browser to Launch On‑Chain Naming Service, Unlocking .brave for Over 85M Users (2025): https://brave.com/blog/brave-tld/  ( 5 min )

Let’s be honest most developers and frankly speaking, most humans hate meetings. As a Digital Project Manager, I’ve learned that the best way to support a dev team isn’t just managing timelines it’s knowing when to talk, what to cut, and how to keep people focused without slowing them down. Here’s what I’ve found works: ✅ Default to async ✅ No agenda!!! No meeting !!! ✅ 15-minute max standups ✅ Let devs run the demo ✅ I take notes, not them If you’re a dev, what’s the least annoying thing a PM or coordinator can do? If you’re a PM, what’s your go-to tip for keeping meetings clean and useful? Let’s swap ideas. 👇  ( 3 min )

🚀 Exploring toSignal() in Angular 20 — A Deep Dive into Signal-Based APIs Angular 20 has officially landed! 🎉 As expected, one of the most exciting updates is the continued evolution of Signal-based APIs, a huge step forward in Angular's reactive programming model. In this post, we'll explore one such API — toSignal() — and learn how it helps bridge the gap between Observables and Signals. toSignal()? The toSignal() function allows you to convert an Observable stream into a Signal, enabling integration with Angular’s fine-grained reactive system. This makes it easier to work with API responses, state changes, and other reactive data sources in a way that's more performant and declarative. toSignal(source: Observable, options?: { initialValue?: unknown; requireSync?: boolean…  ( 6 min )

Balancing Code and Crayons: A Mom’s Tech Tale Nikitha Malgi ・ Jun 10 #womenintech #career #programming #productivity  ( 3 min )

Understanding OpenFGA OpenFGA (Fine-Grained Authorization) is a high-performance authorization engine built for developers and inspired by Google's Zanzibar paper. It excels in handling complex authorization scenarios with features that make it stand out: Relationship-Based Authorization: Model complex access patterns through relationships High Performance: Process millions of authorization checks per second Flexibility: Support for RBAC, ABAC, and ReBAC models Time-Based Access: Define temporal access rules with built-in support Proven Architecture: Based on Google's battle-tested Zanzibar system While OpenFGA Playground provides a hosted application for experimentation, it comes with limitations: Not open source Cannot be deployed in air-gapped environments Limited customization option…  ( 5 min )

In a NoSQL database, data structure varies based on requirements. In a List, data is stored in a specific order, and the position of each element matters. For example, to access the first element in a List, you retrieve the value at index 0, which is predictable due to the ordered nature of Lists. However, when the order of data is not important, a Dictionary (or key-value store) is more suitable. Consider a scenario where you need to store user information like age, address, first name, and last name. In this case, the sequence of these fields doesn’t matter. With a Dictionary, you can directly access a specific value using its key, such as retrieving the first name by querying the "first_name" key, without needing to know the last name or other fields. Key differences: In a List, values are stored with predefined, sequential indices (0, 1, 2, ...), and you access data by its position. In a Dictionary, you define custom keys mapped to values, allowing direct access to data via the key, regardless of order. Thus, for scenarios where you need flexible, key-based access to data without relying on order, a Dictionary is the preferred choice. Coffee Menu in Python — Dictionary Operations Creating a Coffee Menu (Dictionary) print(coffee_menu) Accessing a Value (Using Key) print(coffee_menu['Espresso']) Output: Bold shot! Changing a Value coffee_menu['Espresso'] = 'Tiny Thunder' print(coffee_menu) Output: Iterating Over the Dictionary Only Keys Output: Keys and Values (Method 1) Keys and Values (Method 2) Adding an Item Removing Items Using pop(key) coffee_menu.pop('Espresso') print(coffee_menu) Output: Using popitem() Removes the last inserted item. Example Output: ⚠️ Note: If the dictionary is empty, popitem() will raise a KeyError. Using del Statement del coffee_menu["Latte"] print(coffee_menu) 📝 Note: Each operation was done individually for demonstration, so dictionary contents might look different in each output. In a real program, you'd typically chain these actions as needed.  ( 4 min )

Let’s be honest, most developers and frankly speaking, most humans hate meetings. As a Digital Project Manager, I have learned that the best way to support a dev team isn’t just managing timelines,it’s knowing when to talk, what to cut and how to keep people focused without slowing them down. Here’s what I have found works: ✅ Default to async ✅ No agenda? No meeting. ✅ 15-30minutes max standups ✅ Let devs run the demo ✅ I take notes, not them If you’re a dev, what’s the least annoying thing a PM or coordinator can do? If you’re a PM, what’s your go to tips for keeping meetings clean and useful? Let’s swap ideas. 👇  ( 3 min )

🧪 Incident: NPM Package Compromise Target: 16 popular npm packages maintained by the GlueStack project, widely used in React Native development Attack Type: Supply-chain malware injection Scale: Nearly 1 million downloads per week collectively Affected Packages: Not all disclosed yet, but include components of GlueStack CLI and DevOps plugins *🐛 Identified Malicious Activity * 📦 Malicious code injection | Malicious script embedded into modules, triggered via postinstall hook during installation ⚙️ Potential Impact 💻 Developer Projects | Web/mobile apps can be silently tampered with during build process 🛡️ Security Recommendations for Developers 🔄 Immediate Actions: Audit project dependencies (especially GlueStack CLI, starter kits, plugins) Run npm audit and scan with tools like Socket.dev or Snyk Rotate .env files and API tokens if any affected packages were used 🔐 Long-term Prevention: Enforce lockfile auditing (package-lock.json, yarn.lock) Use npm ci to prevent unexpected dependency changes Isolate CI/CD environments from the internet during builds Enable 2FA on npm and GitHub accounts 🧠 Additional Notes This attack resembles previous incidents such as: ua-parser-js compromise (2021) event-stream backdoor (2018) Reinforces that developer tools themselves can be a prime attack vector ✅ Conclusion 📎 Full article: PPHM News Article https://pphmnews.com/articles/cyber-attacks/popular-dev-tools-hijacked-in-stealth-malware-campaign  ( 4 min )

Introduction: Why GitOps + ArgoCD Is the Future of Kubernetes Automation Managing Kubernetes deployments manually or via scripts is error-prone, inconsistent, and hard to scale. Enter GitOps — a methodology that uses Git as the single source of truth for your infrastructure and applications. And at the heart of GitOps for Kubernetes lies ArgoCD, the most popular continuous delivery tool purpose-built for GitOps. In this practical guide, you’ll learn: What GitOps is and how ArgoCD enables it How to set up ArgoCD step-by-step Best practices for automating and securing your Kubernetes workflows By the end, you’ll be able to deploy apps to Kubernetes like a pro — with full auditability, rollback, and zero manual steps. Section 1: What Is GitOps and Why It Works So Well with Kubernetes GitO…  ( 5 min )

“What’s harder: debugging production issues or convincing a toddler to eat their broccoli?” I’ve been a software developer for 15 years, but becoming a mother taught me new kinds of problem-solving — and patience. This is a story about navigating both worlds: raising two children while building a career in tech. My journey into software development began with an obsession for solving problems and a slightly unhealthy excitement over building things from nothing. I still remember the thrill of writing my first working piece of code — a basic C program that did some elementary math. Yes, C. You read that right. Guess that makes me officially vintage. But hey, it was magic! My early career was filled with long hours, debugging marathons, and imposter syndrome. But I loved every bit of it. Bac…  ( 5 min )

Apple’s set to jump into the smart-glasses fray in 2026, packing cameras, mics, speakers, Siri access, visual AI tricks, phone calls, music, translations and turn-by-turn directions—all powered by custom silicon. Think Meta Ray-Bans, but with Apple’s ecosystem glue and rumored Siri smarts baked right in. The author’s wish list for Apple’s specs: way deeper Siri integration and personal context (imagine a mini AI you actually know), higher-quality cameras (no more soft, over-processed clips) and intelligent notification management that syncs with your Focus modes. Those three tweaks could make Apple’s glasses the must-have accessory for iPhone fans.  ( 3 min )

Meta’s reportedly shopping for exclusive content on its upcoming VR headset | The Verge What kind of VR spinoffs can Meta’s millions buy? theverge.com  ( 3 min )

Absolutely! Here's your next blog post in the Spring series that clearly explains: What annotations are What beans are What the Spring container is What dependency injection is Why, when, how to use all of them If you're learning Spring or Spring Boot, you’ll constantly hear terms like: @Component, @Autowired, @Bean Spring container Dependency Injection (DI) Beans But what do they really mean? Why are they used? And how do they help make your application clean, modular, and powerful? In this blog, we’ll break these concepts down in a simple way. In Spring, annotations are special markers (starting with @) that tell the Spring framework to do certain things automatically. Annotation Meaning @Component Marks a class as a Spring-managed component @Controller Used in MVC apps…  ( 5 min )

IBM Cracks Code for Building Fault-Tolerant Quantum Computers - The New Stack IBM today announced a major quantum computing breakthrough that it claims will allow it to build a fault-tolerant quantum computer by 2029. thenewstack.io  ( 3 min )

Hello guys and welcome to my devblog where I've been documenting my journey as I develop my ambitious package manager called "deadlock" and today was again a frustrating day for me as I had to install the zlib library to the project and just like always, it didn't build in the first time. If you've been following this series, you'd know that installing a library in C++ is as hard as a wooden stick. It won't build until I RECONFIGURE THE WHOLE SH*T FROM GROUND UP. Anyways, after the reconfigure, I saw some weird decisions I had made throughout the whole process like why did I use FetchContent to download the libraries on the fly when I had already put them in my source folder. I could've just included the subdirectory at the build time. At this point I realised a basic rule of programming: and then I ignored all of it and went ahead to read the documentation of zlib. I am currently reading this and I hope it is at least half if not as completely easy as the JSON one. That's all for today guys, will catch you tomorrow when I bring updates about this library. Till then Bye 🫡  ( 3 min )

Experimental quantum-enhanced kernel-based machine learning on a photonic processor | Nature Photonics A quantum kernel estimation by which feature data points are evaluated through the unitary evolution of two-boson Fock states is experimentally demonstrated on a photonic integrated processor. This model provides enhanced accuracy with respect to commonly used classical methods for several classification tasks. nature.com  ( 3 min )

IBM aims to build the world’s first large-scale, error-corrected quantum computer by 2028 | MIT Technology Review The company says it has cracked the code for error correction and is building a modular machine in New York state. technologyreview.com  ( 3 min )

Opinion | Anthropic C.E.O.: Don’t Let A.I. Companies off the Hook - The New York Times The A.I. industry needs to be regulated, with a focus on transparency. nytimes.com  ( 3 min )

The Rise of ‘Vibe Hacking’ Is the Next AI Nightmare | WIRED In the very near future, victory will belong to the savvy blackhat hacker who uses AI to generate code at scale. wired.com  ( 3 min )

Here's a complete blog post tailored for your request. You can publish this on your blog or portfolio website: --- Introduction In the world of Java development, Spring Framework and Spring Boot are two powerful tools that often confuse beginners. Both are used to build robust, scalable backend applications, but when to use which, what’s the difference, and why Spring Boot is preferred in modern development—these are common questions every Java developer faces. In this blog, let’s dive deep into: What is Spring and Spring Boot? Key differences between Spring and Spring Boot Why developers prefer Spring Boot today When and how to choose between the two Spring Framework is a powerful, feature-rich, and flexible framework for building enterprise-level Java applications. It provides core featu…  ( 4 min )

Check out this Pen I made!  ( 2 min )

Thinking about starting a career in tech but not sure if it’s the right move? You’re not alone. This post is a summarized version of a full guide by Daniel Daines-Hutt over at Zero To Mastery, where he breaks down whether tech is worth it, what the path actually looks like, and how to get started from scratch. One of the biggest advantages in tech? You don’t need a college degree to get hired. Companies care more about your skills and whether you can do the job, not where you learned it. That’s why most people learn through platforms like YouTube, online courses, or bootcamps. And the costs are a fraction of a university degree. For example, Zero To Mastery students have gotten hired at FAANG companies after just 5–9 months of focused self-study. You can literally start learning the skills…  ( 5 min )

Let’s talk about Android Studio. Or as I lovingly call it: the Stockholm Syndrome Simulator for Mobile Developers. I swear, this monstrosity is less of an Integrated Development Environment and more of an Integrated Disaster Ecosystem. Now don’t get me wrong — Android Studio is essential. It’s like oxygen for Android devs. But have you ever hated oxygen so much you’ve considered breathing lava instead? That’s what working with Android Studio feels like on a good day. Let’s start with the most criminal offense — launch time. Clicking on Android Studio is like casting a dark spell. Your fan spins up like a jet engine, your laptop starts glowing, and you lose track of time. By the time it opens, your tea has gone cold, your dog has moved out, and your operating system has sent a formal resign…  ( 7 min )

In JavaScript, variables can be declared using var, let, or const. Though they all serve the same fundamental purpose—declaring variables—they behave quite differently in terms of scope, hoisting, reassignment, and more. Let’s break down their key differences. Feature var let const Scope type Function-scoped Block-scoped Block-scoped var – Function Scope Variables declared with var are function-scoped, which means they are only accessible inside the function in which they are defined. function example() { if (true) { var x = 10; } console.log(x); // ✅ 10 - accessible because var is function-scoped } let and const – Block Scope Both let and const are block-scoped, meaning they only exist within the enclosing {} block. function example() { if (true) { let y = 20; const z = 30; } console.log(y); // ❌ ReferenceError console.log(z); // ❌ ReferenceError } var is hoisted and initialized. console.log(a); // ✅ undefined var a = 5; let and const are hoisted but not initialized console.log(b); // ❌ ReferenceError (TDZ) let b = 10; var allows redeclaration and reassignment var x = 1; var x = 2; // ✅ No error x = 3; // ✅ No error let allows reassignment but not redeclaration let y = 1; let y = 2; // ❌ SyntaxError y = 3; // ✅ Allowed const allows neither const z = 1; const z = 2; // ❌ SyntaxError z = 3; // ❌ TypeError The Temporal Dead Zone (TDZ) is the period between entering the scope and the actual declaration where variables declared with let and const cannot be accessed. function test() { console.log(a); // ❌ ReferenceError (TDZ) let a = 10; } With var, accessing the variable before the declaration just returns undefined, but with let and const, it throws an error due to the TDZ.  ( 4 min )

Building a new PC or upgrading your current system doesn’t have to break the bank, especially when it comes to your Windows 11 key. The retail price for Windows 11 Home is \$139 and \$199 for Pro, but you can activate a genuine license for under \$10 if you know where to look. OEMs like Dell and HP buy Windows licenses in bulk at deep discounts. As a DIY builder or enthusiast, you shouldn’t pay more than manufacturers do. Below are the top ways to save on your Windows 11 product key while staying fully legal and supported. Method Cost Pros Cons Don’t Activate Windows Free No cost Watermark, limited personalization, no support Upgrade From Windows 10 Free Seamless if you already own Windows 10 Requires existing Windows 10 license Use an Older Windows 10 Key Free Reuse retail key …  ( 4 min )

The results are in! We’re thrilled to announce the much-anticipated winner of the Bright Data Real-Time AI Agents Challenge. Participants combined the power of Bright Data with the intelligence of an LLM to create agents that thrive on live, ever-changing data — whether reporting on local disruptions or analyzing social profiles, your creativity brought these ideas to life in brilliant ways. With so many outstanding submissions, choosing just one winner was incredibly difficult. Whether or not you win, we hope you're proud of what you accomplished! Reputato by @olgabraginskaya "Not every company is golden. We sniff out the ones that are." A light-hearted agent for a serious topic: understanding a company's reputation before applying for jobs or making business decisions. Reputato is an OSINT-style AI agent that helps users research companies by gathering real-time data from multiple sources including LinkedIn, Glassdoor, Crunchbase, and news outlets to reveal what's really happening behind the corporate facade. 🥔 Reputato: Not Every Company Is Golden. We Sniff Out the Ones That Are. Olga Braginskaya ・ May 16 #devchallenge #brightdatachallenge #ai #webdata You can spot red flags or green lights with Reputato's simple 1-5 potato rating system! Our winner will receive $3,000, an exclusive DEV badge, and a DEV++ membership! All participants will receive a completion badge. A huge thank you to Bright Data for supporting this challenge and enabling developers to turn web data into intelligent action. We're always launching new challenges - be sure to follow the tag so you don't miss them: #devchallenge Follow Thank you again to everyone who participated! We hope you had fun, felt challenged, and maybe added a thing or two to your professional profile. Interested in being a volunteer judge for future challenges? Learn more here!  ( 4 min )

Hi there! I'm Shrijith Venkatrama, founder of Hexmos. Right now, I’m building LiveAPI, a first of its kind tool for helping you automatically index API endpoints across all your repositories. LiveAPI helps you discover, understand and use APIs in large tech infrastructures with ease. If you’re a developer looking to build a secure, scalable, and easy-to-manage dev server, combining Tailscale, Caddy, and Docker is a great way to do it. This stack lets you create a private network, serve web apps with automatic HTTPS, and containerize everything for consistency. I’ll walk you through setting this up with detailed examples, focusing on practical steps and real-world use cases. This guide assumes you have basic knowledge of Docker and web servers. Let’s dive into how these tools work together,…  ( 7 min )

So, you're considering Ras Al Khaimah (RAK) for your offshore company setup? Smart move. It’s one of the UAE’s lesser-hyped gems—but don’t let the quiet reputation fool you. RAK’s offshore model is lean, legal, and built for entrepreneurs who want fewer headaches and more flexibility. And if you’re wondering whether this process is actually... fast? Let’s just say, with the right support—like Rapid Business Solutions—it might be smoother than your morning coffee. Let’s break it down. Why RAK? Not Just About Tax Savings Yes, the zero-tax appeal is very real—no corporate tax, no personal income tax, no capital gains tax. But RAK’s advantages aren’t just in what you don’t pay. The jurisdiction is respected, well-regulated, and not on any major blacklist. That’s a big deal when you’re running …  ( 5 min )

Java handles memory management differently for static and instance variables. Static variables are stored in the method area and belong to the class, meaning they are shared among all instances. They are loaded into memory only once when the class is first loaded. In contrast, instance variables are stored in the heap and are unique to each object, getting created each time an object is instantiated. This clear separation helps Java manage memory efficiently and reduces redundancy. Understanding this distinction is vital for writing optimized programs. Master these core concepts with a professional java certification course.  ( 3 min )

Data Cleaning 🧹 Removing duplicates, fixing missing or inconsistent data. 👉 Tools: Excel, Python (Pandas), SQL 2️⃣ Descriptive Statistics 📈 Mean, median, mode, standard deviation—basic measures to summarize data. 👉 Used for understanding data distribution 3️⃣ Data Visualization 📊 Creating charts and dashboards to spot patterns. 👉 Tools: Power BI, Tableau, Matplotlib, Seaborn 4️⃣ Exploratory Data Analysis (EDA) 🔍 Identifying trends, outliers, and correlations through deep data exploration. 👉 Step before modeling 5️⃣ SQL for Data Extraction 🗃️ Querying databases to retrieve specific information. 👉 Focus on SELECT, JOIN, GROUP BY, WHERE 6️⃣ Hypothesis Testing ⚖️ Making decisions using sample data (A/B testing, p-value, confidence intervals). 👉 Useful in product or marketing experiments 7️⃣ Correlation vs Causation 🔗 Just because two things are related doesn’t mean one causes the other! 8️⃣ Data Modeling 🧠 Creating models to predict or explain outcomes. 👉 Linear regression, decision trees, clustering 9️⃣ KPIs & Metrics 🎯 Understanding business performance indicators like ROI, retention rate, churn. 🔟 Storytelling with Data 🗣️ Translating raw numbers into insights stakeholders can act on. 👉 Use clear visuals, simple language, and real-world impact ❤️ React for more  ( 3 min )

Learned about lists and various list functions like, .extend()-where a list can be extended with another list .append()-where individual element can be placed at the end of a list .insert()-where individual element can be placed at a particular index inside the list .remove()-used to remove a particular element .clear()-used to remove all elements of a list .pop()-used to remove the last element of a list .index()-used to find the index number of an element in a list .count()-used to count the number of same elements in a list .sort()-used to sort the elements in alphabetical order(in the case of strings) or in ascending order(in case of integers) .reverse()-used to reverse a list tomorrow: feel free to connect! Cheers  ( 3 min )

O ML.NET continua a evoluir como uma poderosa biblioteca de aprendizado de máquina para desenvolvedores .NET, permitindo a criação de modelos personalizados diretamente em C# ou F#. Com a versão 3.0 e os avanços planejados para 2025, a Microsoft tem ampliado significativamente as capacidades do ML.NET, tornando-o mais robusto, eficiente e acessível. Expansão do suporte a Deep Learning O ML.NET 3.0 introduziu novas APIs para tarefas avançadas de deep learning, incluindo: Classificação de texto Similaridade entre frases Reconhecimento de entidades nomeadas (NER) Resposta a perguntas com base em contexto Essas funcionalidades fortalecem aplicações de NLP diretamente em .NET. Integração com ONNX e TorchSharp ONNX Runtime: execute modelos de PyTorch/TensorFlow no .NET com alta performance…  ( 4 min )

TLDR: dans le monde du recrutement tech, les entreprises recherchent des experts d’un outil ou framework spécifique (Symfony, Nest, React, Angular...), au lieu de rechercher des développeurs capables de résoudre des problèmes métier. Cet article explore pourquoi cette approche purement technique est limitée et comment des principes issus du TDD (Test-Driven Development) et de la clean architecture permettent de concevoir des applications solides, en se concentrant sur ce qui génère réellement de la valeur ajoutée pour une entreprise : son coeur de métier. C'est le genre d'annonce qui est malheureusement devenu monnaie courante dans un monde de la tech en pleine crise. Elle reflète une fâcheuse tendance à privilégier des compétences techniques spécifiques, souvent au détriment d’une vérita…  ( 9 min )

While Solana has long been celebrated for its impressive base-layer performance, processing thousands of transactions per second, the blockchain landscape of 2025 demands even greater scalability. The emergence of sophisticated Layer 2 solutions marks a pivotal evolution in Solana’s architecture, challenging the conventional wisdom that high-performance chains don’t need additional scaling layers. This transformation comes as Solana has secured its position as the second-largest blockchain by Total Value Locked (TVL), trailing only Ethereum. The integration of Layer 2 protocols isn’t just about increasing transaction throughput — it’s about creating specialized processing environments that cater to specific use cases while maintaining the network’s core advantages. Current Solana Layer 2 L…  ( 7 min )

We're excited to introduce a powerful new feature in Zuplo's API Gateway: the MCP Server Handler that enables you to transform any API you manage through Zuplo into a remote Model Context Protocol (MCP) server with straightforward configuration, eliminating the complexity of remote MCP server setup. You can now make your API go from zero-to-MCP in minutes! Skip straight to the documentation to learn more! Model Context Protocol (MCP) is an open standard that enables AI tools and agents to securely connect to external data sources and services. Having an MCP server for your API is becoming essential for AI readiness as AI agents become more prevalent in business workflows, making your API discoverable and usable by intelligent systems. While setting up local MCP servers is relatively straig…  ( 5 min )

📊 What is Tableau? A Beginner's Guide to Data Visualization Data is everywhere. Every click, swipe, transaction, and even step we take generates data. But here’s the real challenge: how do we actually understand and use that data to make better decisions? That’s where Tableau comes in. Whether you're a student, a business owner, or just curious about data, this beginner’s guide will help you understand what Tableau is, how it works, who uses it, and why it's a game-changer in the world of data visualization. At its core, Tableau is a powerful data visualization and business intelligence tool. It helps you take raw data—often messy and hard to read—and turn it into beautiful, interactive, and easy-to-understand visuals like charts, graphs, and dashboards. Tableau helps you see and unders…  ( 5 min )

In part 1 of this series, I introduced some of the most common Day 2 serverless operations, focusing on Function as a Service. In this part, I will focus on serverless application integration services commonly used in event-driven architectures. For this post, I will look into message queue services, event routing services, and workflow orchestration services for building event-driven architectures. Message queues enable asynchronous communication between different components in an event-driven architecture (EDA). This means that producers (systems or services generating events) can send messages to the queue and continue their operations without waiting for consumers (systems or services processing events) to respond or be available. Security should always be the priority, as it pro…  ( 7 min )

Remote Work Isn't Freedom Without Structure: What TDZ PRO Knows That Most Don't Anthony James ・ Jun 10 #remotework #productivity #entrepreneurship #mindset  ( 3 min )

Programming Practices Array Traversal Level: Requirement Description: For array traversal, prioritize using Array object methods such as forEach(), map(), every(), filter(), find(), findIndex(), reduce(), and some(). Negative Example: const numbers = [1, 2, 3, 4, 5]; const increasedByOne: number[] = []; for (let i = 0; i num + 1); Level: Requirement Description: Avoid performing assignments in control - flow expressions used in if, while, for, or ?: statements, as this can lead to unexpected behavior and poor code readability. Negative Example: if (isFoo = false) { // ... } Positive Examp…  ( 4 min )

*SQL *- Structured Query Language- used in Data analysis. Software development purpose To manage and manipulate relational DBMS. *Uses of SQL Querying the data. To find a specific information. To insert, update , delete the data. ** DDL- Data definition Language. Used to define/ manage the tables. The commands are, CREATE- Create a table ALTER- To modify the table structure, which was created already. DROP- To delete the complete table RENAME- To rename the table TRUNCATE- To delete all records except the table structure. DML- Data manipulation language. To manipulate the data into the table. INSERT- Add new data in rows. UPDATE- Modify the existing data. 3.DELETE- Remove data from the row. DQL - Data Query Language SELECT- To retrieve a data from the table. ( Select* from table …  ( 4 min )

This WordPress tutorial for beginners is designed specifically for those who want to start building their own website in 2025. No coding skills required — we’ll walk through each step so you can follow along easily. Understanding WordPress is essential before diving in. WordPress is the most popular Content Management System (CMS) in the world. It allows you to build websites, blogs, online stores, portfolios, or landing pages — all without touching code. With WordPress, you can build and manage a professional site using a simple interface and a huge collection of themes and plugins. Reasons to use WordPress as a beginner are stronger than ever in 2025: Free and open-source Huge global community and support Thousands of themes and plugins SEO-friendly by default For beginners, WordPress is…  ( 4 min )

Terraforming the Voice: Deploying a Clone Application with Infrastructure as Code on AWS By Todd Bernson, CTO of BSC Analytics, Terraform Whisperer There’s something beautiful about watching an entire production-grade environment spring to life from a single command — like watching a barbell float off the ground when the form is just right. This article is for those of us who believe that if your infrastructure isn’t defined in code, it’s one rogue click away from disaster. Welcome to the story of how I built and deployed a self-hosted voice cloning application on AWS using Terraform for full-stack automation. We’re not talking about a toy project or an ML demo in a Jupyter notebook — this is a fully containerized, production-ready, auto-scaling, API-driven platform running in the cloud, d…  ( 5 min )

Introduction Claude Code has been getting a lot of attention lately. I've been following its increase of the youtube mindshare, and I finally decided I needed to try it out for myself. Since I've been using Cursor so heavily, I was curious about what value Claude Code actually provided: how I would incorporate it into my workflow and if it complimented or replaced Cursor. The topic of combining Claude Code with Cursor has been covered in some new videos in the past week, and I watched each of these: This Cursor Setup Changes Everything (Claude Code) Claude Code + Cursor AI = Vibe Coding Paradise Each video is interesting and informative in its own right. This is where I learned that Claude Code was now offered as part of their subscription plans, and is no longer limited to the metere…  ( 8 min )

Programming Practices Class Property Access Modifiers Level: Recommendation Description: ArkTS provides private, protected, and public access modifiers for class properties. The default access modifier is public. Using appropriate access modifiers can enhance code security and readability. Note that if a class contains private properties, the class cannot be initialized using object literals. Negative Example: class C { count: number = 0; getCount(): number { return this.count; } } Positive Example: class C { private count: number = 0; public getCount(): number { return this.count; } } Level: Recommendation Description: In ArkTS, floating - point values include a decimal point, but there is no requirement for a digit before or after the decimal point. Adding digits both before and after the decimal point can improve code readability. Negative Example: const num = .5; const num = 2.; const num = -.7; Positive Example: const num = 0.5; const num = 2.0; const num = -0.7; Level: Requirement Description: In ArkTS, Number.NaN is a special value of the Number type used to represent non - numeric values. In ArkTS, Number.NaN is unique in that it does not equal any value, including itself. Comparisons involving Number.NaN are counterintuitive: both Number.NaN !== Number.NaN and Number.NaN != Number.NaN evaluate to true. To check if a value is Number.NaN, always use the Number.isNaN() function. Negative Example: if (foo == Number.NaN) { // ... } if (foo != Number.NaN) { // ... } Positive Example: if (Number.isNaN(foo)) { // ... } if (!Number.isNaN(foo)) { // ... }  ( 3 min )

Welcome to Day 4 of the 180 Days of Frontend Development Challenge. Today, we'll explore how to structure text content using HTML's core text elements – the building blocks of all web content. Why Text Structure Matters Properly formatted text: Improves readability for users Helps search engines understand your content Creates visual hierarchy on your page Core HTML Text Elements 1. Headings ( to ) Headings create content hierarchy. Use them in order from most important ( ) to least important ( ). Main Page Title (Only use one per page) Section Heading Subsection Heading per page (for SEO) Maintain logical heading order (don't skip levels) 2. Paragraphs ( ) The wor…  ( 4 min )

Spacing and Code Style Guidelines Highlighting Keywords and Important Information with Spaces Level: Recommendation Description: Use spaces to highlight keywords and important information while avoiding unnecessary spaces. Follow these general guidelines: Add a space between keywords like if, for, while, switch and the left parenthesis (. Do not add a space between the function name and the left parenthesis ( in function definitions and calls. Add a space between keywords like else or catch and the preceding right brace }. Add a space before any opening brace {, except in the following cases: When an object is the first parameter of a function or the first element of an array, no space is needed before the object. For example: foo({ name: 'abc' }). In templates, no space i…  ( 5 min )

The Plot Twist Nobody Saw Coming This morning, Reuters dropped a bombshell that has every developer, AI researcher, and tech executive doing a double-take. OpenAI—the company behind ChatGPT that's been going head-to-head with Google in the AI race—just signed a deal to use Google Cloud for their computing needs. Let me repeat that: The company whose ChatGPT is the biggest threat to Google Search in decades is now paying Google for cloud infrastructure. If you're scratching your head thinking "wait, what?", you're not alone. This is like Apple deciding to manufacture iPhones in Samsung factories. But here's the thing—when you dig deeper, this move actually makes perfect sense from a technical perspective. Here's what most people don't realize about AI companies: they're absolutely starvi…  ( 7 min )

There was a time when the moon meant something more than a backdrop. It guided sailors, marked seasons, carried stories before books were written. Now, it sits inside phone screens, captured but rarely noticed. We track its orbit with precision, but when was the last time we truly saw it? Not through a lens. Not for a post. Just looked up and listened. Technology gives us more ways to observe, but observation is not meaning. Some symbols endure, even as their relevance fades. The moon waits, rising without applause, reflecting light without demand. Maybe it still belongs to strangers. Maybe that is what keeps it alive. Read full article here  ( 3 min )

We've all been there. You've built an amazing TypeScript project, spent weeks perfecting the code, and then... you need to document it. 😅 The README sits there, mocking you with its emptiness. Your functions are clean, your types are perfect, but explaining what everything does? That's going to take hours. What if I told you there's a tool that can analyze your entire codebase and generate beautiful, professional documentation in minutes? Let me introduce you to Syntax Scribe. Before we dive in, let's be honest about documentation: ✅ We know it's important ✅ We know our users (and future selves) need it ❌ We rarely have time to write it properly ❌ Keeping it updated is a nightmare ❌ Writing good docs is genuinely hard I used to spend entire weekends writing documentation for client proje…  ( 6 min )

Howdy! Ever since I discovered GitOps, I've been in love with the concept. The idea of managing all your infrastructure configuration from a centralized Git repository - and having a tool automatically apply those changes - is incredibly powerful. GitOps brings together Infrastructure as Code (IaC) and Continuous Integration/Continuous Deployment (CI/CD) in a seamless, declarative workflow. It's the ideal way to manage a Kubernetes cluster. In the past, I've used Flux to implement GitOps, but I've always been curious about ArgoCD. After hearing so many good things about it, I decided it was finally time to give it a try - and this project was the perfect opportunity. ArgoCD is a declarative GitOps continuous delivery tool for Kubernetes. It follows the GitOps pattern of using Git repositor…  ( 5 min )

Surviving Extreme Programming: A Developer's Wild Ride Have you ever wanted to strap your coding practices to a rocket and send them to the moon? That is what Extreme Programming (XP) does to traditional software development. As a developer who has been through the XP wringer, I am here to tell you it is both terrifying and exhilarating - like riding a rollercoaster built by the same people who review your pull requests. Extreme Programming is like regular programming, but after it's chugged five espressos. It takes good engineering practices and cranks them up to eleven. Think of it this way: If traditional development is like carefully planning a road trip with maps and hotel reservations, XP is more like deciding to drive cross-country with only a compass, a full tank of gas, and the …  ( 6 min )

1) make buffered channel sem := make(chan int, 10) 2) in synchronous process, send some variable to buffered channel (this step called acquire) sem <- i 3) in asynchronous process, release variable from buffered channel (this step called release) <- sem start process [9] start process [0] start process [7] start process [6] start process [3] start process [2] start process [4] start process [8] start process [1] start process [5] <- 10 processes start concurrency end process [0] 0.0001 seconds start process [10] <- process 10 start after process 0 end end process [2] 4.0014 seconds end process [1] 4.0012 seconds start process [12] start process [11] <- process 11, 12 start after process 1, 2 end end process [3] 5.0011 seconds start process [13] end process [4] 0.0001 seconds start process [14] end process [5] 6.0014 seconds start process [15] end process [6] 1.0011 seconds start process [16] end process [7] 8.0013 seconds start process [17] ... Standard package golang.org/x/sync/semaphore package main import ( "fmt" "math/rand" "time" ) const ( MAX_CONCURRENT = 10 // Allow max concurrent TOTAL_PROCESSES = 1000 // Total loop count MAX_RANDOM_SECONDS = 20 ) func main() { sem := make(chan int, MAX_CONCURRENT) for i := range TOTAL_PROCESSES { sem <- i // *** send i to buffered channel. If channel sem full, it blocked for loop. go func(i int) { start := time.Now() fmt.Printf("start\tprocess\t[%d]\n", i) defer func() { // <- sem will release a value, so sem channel will available for next value fmt.Printf("end\tprocess\t[%d]\t %.4f seconds\n", <-sem, time.Since(start).Seconds()) }() iv := rand.Intn(MAX_RANDOM_SECONDS) * int(time.Second) time.Sleep(time.Duration(iv)) }(i) } }  ( 3 min )

This tutorial was written by Rajesh Nair. Java developers and MongoDB are like Aladdin and the Genie from Arabian Nights. Developers rub the lamp with their wildest NoSQL wishes, and MongoDB swoops in, granting Spring Boot microservices and REST APIs the magic they need to soar. But every so often, a Jafar-like menace swoops in, forcing our Aladdin (Java devs) to wrestle with sleepless nights. One such villainous foe is the connection timeout, locking APIs in a cave of wonders with no escape, leaving developers yearning for a magic carpet fix. So, what’s a connection timeout error? Imagine Aladdin, the developer, sending Abu, his trusty monkey, to fetch a shiny treasure—data—from MongoDB’s palace vault. Abu’s got 30 seconds to scamper over and back. But if the palace is packed with guards …  ( 13 min )

Debugging failing tests can be time-consuming and frustrating—especially when error messages are long or snapshot diffs are difficult to interpret. With the latest AI-powered tools in Playwright, resolving test failures has become significantly faster and more intuitive. Consider a basic Playwright test that uses snapshot testing to verify that the content inside getByRole('main') matches a previously stored snapshot. The snapshot might contain two distinct headings, for example. If the heading level in the application is changed—from to —the test fails, as expected, due to a mismatch with the stored snapshot. Traditionally, resolving this would involve reading the stack trace, analyzing the diff, and manually updating the test or snapshot. Playwright’s AI integration streamlines …  ( 4 min )

Why Remote Developers Fail and How TDZ Pro Solved It With One Game-Changing Habit Ciarra Guidicelli ・ Jun 9 #productivity #remote #tdzpro #devlife  ( 3 min )

Ashkan Rajaee's Warning: The Remote Hiring Scam No One Talks About (And What You Can Do) Armi ・ Jun 2 #remotehiring #cybersecurity #developerjobs #ashkanrajaee  ( 3 min )

Hey everyone 👋 If you're jumping into software development, especially on a team, you've probably heard about Git and GitHub. It can feel a bit overwhelming at first, with all the talk of branches, commits, and pull requests. But really, it's just a structured way for teams to build awesome software together without stepping on each other's toes. Let me break down "The GitHub Flow" — the common, effective workflow for managing your code with Git and GitHub — in a way that I wish someone had explained to me early on 👇 🧸 Think of It Like Building with LEGOs (on a Team) The "main" branch is like the complete, stable castle everyone agrees on. You don't want someone randomly ripping out a wall from the main castle while others are still playing with it, right? The GitHub Flow is the set of …  ( 6 min )

Como verificar e gerenciar serviços no Linux (Red Hat) Se você trabalha com servidores Linux, em especial Red Hat ou semelhantes como CentOS ou Rocky Linux, é essencial saber lidar com serviços em execução. Preparei comandos simples para identificar serviços ativos, liberar portas desnecessárias e evitar problemas de segurança. 📌 Verificando serviços ativos No Linux com systemd, usamos o comando systemctl: Listar todos os serviços ativos: systemctl list-units --type=service Ver status de um serviço específico (ex: Apache, MySQL): systemctl status mysqld.service Ver serviços configurados para iniciar no boot: systemctl list-unit-files --type=service 🔍 Verificando serviços escutando em portas de rede Para identificar portas abertas, use o comando ss (substituto do netstat): Ver portas abertas: ss -tuln Ver processos escutando em cada porta: ss -tulnp Alternativa com netstat (se instalado): netstat -tulnp 🛑 Parar e desabilitar serviços não utilizados Serviços desnecessários consomem recursos. Para desativá-los: systemctl stop nome-do-serviço systemctl disable nome-do-serviço Exemplo: Parando o Mysql systemctl stop mysqld.service systemctl disable mysqld.service ⚙️ Automatizando verificações Crie um script em Bash para agilizar verificações: #!/bin/bashecho "Serviços ativos:" systemctl list-units --type=service echo "Portas escutando:" ss -tulnp Dica: Agende com cron ou execute manualmente. 📌 Notas: Use sudo se necessário para comandos privilegiados.  ( 3 min )

Remote Work Isn't Freedom Without Structure: What TDZ PRO Knows That Most Don't Anthony James ・ Jun 10 #remotework #productivity #entrepreneurship #mindset  ( 3 min )

Debouncing is a foundational technique in front-end development, especially when working with high-frequency events like user input. It helps control the rate of function calls, ensuring that performance-intensive operations — such as server requests — don’t trigger excessively as users interact with the UI. A classic example is a search bar: as the user types, the application waits until they’ve paused before sending a request to fetch matching results. Another familiar case is an autocomplete panel, where each keystroke could theoretically initiate a query — but shouldn’t. In Angular applications, especially those using the new reactive primitives introduced with Signals, developers often ask: “How do I debounce a signal?” At first glance, this might seem like a natural extension of reac…  ( 6 min )

Em maio de 2025, a OpenAI anunciou seu novo agente Codex, cujo diferencial é a execução paralela de tarefas, todas rodando diretamente na nuvem. Lendo sobre o Codex, comecei a refletir sobre virtualização, processos, contêineres e sobre como, muitas vezes, não paramos para observar mais de perto como certos recursos que usamos no dia a dia funcionam. A proposta deste texto, então, é "escovar bits" sobre alguns conceitos de sistemas operacionais, partindo da seguinte pergunta: rodar um fork bomb em uma máquina virtual pode comprometer os recursos da máquina hospedeira? E no caso de estarmos usando um contêiner Docker? Para alguns, a resposta à pergunta acima pode parecer óbvia. Para outros, nem tanto. Há ainda um terceiro grupo que talvez se pergunte: o que é um fork bomb? Fork bomb é uma f…  ( 5 min )

"Prop drilling" is a term in React (and other component-based UI frameworks) that describes the act of passing data down through multiple layers of nested components, even if the intermediate components don't actually need or use that data. They simply serve as conduits to pass the data further down the component tree until it reaches the component that actually needs it. Here's a breakdown of what it is, why it's a problem, and common solutions: What it is: App ├── ParentComponent │ ├── ChildComponent │ │ └── GrandchildComponent │ │ └── DeeplyNestedComponent (needs 'userData') If App has some userData that only DeeplyNestedComponent needs, you would have to pass userData as a prop from: App to ParentComponent ParentComponent to ChildComponent ChildCompon…  ( 5 min )

Still struggling with inconsistent environments among team members? New colleague still setting up their machine on day one? I deleted 'It works on my machine' from my team's vocabulary. Sharing how our macOS team's collaboration workflow evolved.https://medium.com/p/it-works-on-my-machine-the-environment-prescription-to-end-team-friction-f493fb2868c2?source=social.tw  ( 3 min )

IOMete is a powerful, cloud-independent data platform built on Apache Spark, designed to enable scalable data processing and analytics. This guide walks you through the process of setting up IOMete on a Kubernetes cluster, covering the installation of prerequisites, configuration of storage and database components, and deployment of the IOMete data plane. By the end, you’ll have a fully functional IOMete environment ready for data workloads. Before diving into the installation, ensure you have the following: A Kubernetes cluster (version 1.21 or higher recommended). kubectl configured to interact with your cluster. Helm (version 3.x) installed for managing chart deployments. yq (a YAML processor) installed for modifying configuration files. aws-cli installed for interacting with MinIO (con…  ( 7 min )

Web Workers and Service Workers are two critical technologies in web development for handling background tasks and offline caching. They differ significantly in their working principles and use cases. Web Workers enable compute-intensive tasks to run in a background thread, preventing the main thread (UI thread) from being blocked, thus improving page responsiveness. Below are the basic steps to create and use a Web Worker: Create a JavaScript file, such as worker.js, containing the code to be executed. // worker.js self.addEventListener('message', (event) => { const data = event.data; // Perform computation or other intensive tasks const result = heavyComputation(data); self.postMessage(result); // Send result back to the main thread }); In the main page’s JavaScript, instantiate…  ( 7 min )

React components, elements, and instances In React, a component is simply a function that returns a React element. Take a look at this example: const App = () => { return ( BHavesh Prajapati ); }; This component, App, returns a React element, which is an object referred to as an "instance". When this code is executed, console.log(App()), it shows the underlying structure of the returned object (or instance): { "$$typeof": Symbol(react.element), key: null, props: { children: "Bhavesh Prajapati" }, ref: null, type: "div", } Let’s break down this structure: $$typeof: It's an internal property used by React to identify React elements. type: The type of the element, in this case, it's a div. props: Properties of the element…  ( 4 min )

TL;DR: The OLTP/OLAP split no longer fits how developers build today. Postgres and the lakehouse are now used side-by-side – but stitched together with brittle pipelines. We think they belong in a single, modular system: open formats, bidirectional sync, and real-time performance by default. The architecture of modern data systems is undergoing a fundamental shift. Ask a developer how they build data systems today, and the answer increasingly looks like this: Postgres for the application, a lakehouse for the analytics and data science. Postgres, long favored for transactional workloads, has evolved into a general-purpose operational database. It’s trusted, flexible, and deeply extensible, powering everything from customer transactions and CRUD apps, to real-time dashboards and AI-backed pr…  ( 7 min )

Would you like to automate tasks using AI locally—without relying on the cloud, incurring API costs, or risking data leakage? This guide will demonstrate how to operate n8n, a robust open-source workflow automation tool, in conjunction with Ollama, a high-speed local LLM runtime (similar to LLaMA, Mistral, or others)—all facilitated through Docker on your personal computer. Indeed, it is possible to establish a completely local AI automation system at no cost whatsoever. mkdir n8n-ollama cd n8n-ollama touch docker-compose.yml docker-compose.yml Create a file named docker-compose.yml with: services: ollama: image: ollama/ollama ports: - "11434:11434" container_name: ollama networks: - n8n-network volumes: - ollama_data:/root/.ollama n8n: …  ( 4 min )

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Ether price continues to show strength at $2,800 even as some traders embrace bearish options strategies. What gives?

According to the Ethereum Foundation, “a significant burden of security” still falls on users of digital assets.

Yield for assets is often calculated over at least one-day periods, a problem that blockchain composability could address, according to the asset manager.

Filings with the New Jersey Election Law Enforcement Commission showed only a few small contributions from individuals tied to crypto companies for various candidates.

The US House Agriculture Committee voted to advance the CLARITY Act for digital assets as lawmakers in the House Financial Services Committee debated an amendment for developers.

Trump’s tax cuts and soaring US debt fuel Bitcoin’s rise as a hedge against sovereign default risks, potentially pushing BTC price toward $200,000 or more by 2025.

Grok scans posts and sentiment shifts on X to help crypto traders identify early signals, memes and macro-driven momentum plays.

Ethereum’s dominance in staking, the spot crypto ETFs, and improving investor sentiment all point toward a sustained ETH price rally.

Mark Zuckerberg is reportedly assembling a superintelligence group that will include Scale AI founder Alexandr Wang.

Guggenheim’s Treasury-backed fixed-income product will be available on the XRP Ledger.

Bitcoin is due a modest consolidation phase before taking a run at price discovery, says the latet analysis — will US inflation data help it get there?

While headlines proclaim the NFT market’s demise, NFTs are quietly shifting from speculative assets to essential digital infrastructure. NFTs are moving beyond speculation to underpin gaming, AI and Web3.

Cybercriminals hijack or impersonate trusted X accounts to post phishing links that lead users to fake sites or malicious smart contracts designed to steal crypto.

Decentralized exchange aggregator 1inch claims up to 6.5% better swap rates after its latest update.

Haun Ventures general partner Diogo Monica claims that stablecoins are safer than commercial bank deposits, but critics warn of transparency issues with issuers like Tether.

The case for holding Bitcoin on a firm’s balance sheet is compelling, CoinShares’ Butterfill told Cointelegraph, and “the pace of adoption is accelerating.”

American Bitcoin, backed by Eric Trump and Donald Trump Jr., has quietly amassed over $23 million in BTC while preparing to go public via a Gryphon merger.

Cointelegraph and Audius are launching a remix contest to spotlight how decentralized platforms are empowering artists and redefining creative ownership to reshape the music industry.

The mysterious $300 million leveraged Bitcoin long comes days after Wynn’s second $100 million leveraged Bitcoin position was liquidated, causing a near $25 million loss.

Strategy Inc vs. IBIT: Best Bitcoin Proxy Stock in 2025?

ETH price is up 7% on June 10 with persistent Ethereum ETF flows and record open interest backing Ether’s upside potential.

A new report from Bitget, SlowMist and Elliptic highlights the severity of deepfake scams, urging both individuals and organizations to adopt more stringent preventive measures.

Bitcoin exposure may provide a lucrative financial opportunity for Apple’s stock buyback program, according to Michael Saylor.

The Bank of Japan’s June meeting could trigger a Bitcoin rally if it restarts quantitative easing, as bond yield concerns push institutions toward BTC as a hedge.

The crypto market is up today, reflecting investors' optimism for a possible continued rally amid increasing institutional demand for cryptocurrency investment products.

Trump’s CFTC nominee Brian Quintenz says blockchain will reshape industries beyond finance and calls for clear crypto rules to protect US leadership.

Bitcoin demand in the US is rising, while spot exchanges see their reserves decline by one third in less than a year, per new data from CryptoQuant.

Bitcoin price recovers above $109,000 as multiple BTC market metrics show an improvement in investor sentiment.

The funds are on top of the $25 million that Ripple committed last month to education nonprofit organizations in the US.

Société Générale’s crypto arm launches its USDCV stablecoin on Ethereum and Solana, with BNY as custodian and a global rollout aimed at trading and settlement.

Other narratives of interest on social media included the accumulation of crypto by whales like millionaire crypto trader James Wynn, Solana, Loud Token and various memecoins.

South Korea’s ruling party under new president Lee Jae-myung is pushing legislation to allow local stablecoin issuance and boost crypto market growth.

Bitfinex analysts say that Bitcoin holders who bought in Q1 are now being tested as “the price churns sideways near ATH levels.”

Fund manager Canary Capital has taken a typical first step for an ETF, creating a Delaware trust for a fund that would stake the Injective token.

Five members of an international crypto scam ring are accused of stealing nearly $37 million from American victims and sending the funds to Cambodia.

Amazon made similar commitments in North Carolina, with $10 billion earmarked to expand its data center infrastructure in the US State.

New York City-based Bitcoin investment company Parataxis Holdings is exploring a public listing via merging with SilverBox Corp IV, a special purpose acquisition company.

Crypto-tied US companies gained alongside Bitcoin on Monday, as public firms continued to scoop up the cryptocurrency.

BlackRock’s Bitcoin ETF milestone came shortly after the fund wrapped up a massive 31-day inflow streak.

The amount of Ethereum now staked is almost 30% of the current circulating supply, reaching a new record this week.

OpenAI released the latest in its o-series of reasoning model that promises more reliable and accurate responses for enterprises.  ( 7 min )

Open-source AI is shaping the future of cybersecurity innovation, consistently breaking down barriers and delivering results.  ( 9 min )

A new framework called AlphaOne is a novel way to modulate LLM thinking, improving model accuracy and efficiency without costly retraining.  ( 8 min )

The company is signaling that the future of reasoning AI will be both powerful and, in a meaningful way, open to all.  ( 8 min )

It could benefit startups, research teams, and individual developers who previously found higher-tier model access cost-prohibitive.  ( 8 min )

Qualcomm has enabled what one of its executives said was a strange and "most interesting" conversations with generative AI-powered smart glasses.  ( 8 min )

Vanta launches autonomous AI agent that automates security compliance workflows, helping enterprises save 12+ hours weekly on policy management and audit preparation.  ( 9 min )

Zip launches 50 AI agents to automate enterprise procurement for OpenAI, Canva, targeting $4.4B in savings through automated contract reviews and compliance checks.  ( 9 min )

Zencoder launches Zentester, an AI-powered testing agent that automates end-to-end software testing, as the startup competes with GitHub Copilot and other AI coding tools in the rapidly consolidating market.  ( 8 min )

Brian Quintenz told senators at his confirmation hearing for CFTC chairman that Congress needs to ensure "full promise" of digital assets' potential.  ( 31 min )

Positioning across crypto markets doesn't suggest a top, but neither does it seem ideal for continued rally.  ( 30 min )

The token broke through the psychological $5 resistance level on significant trading volume.  ( 28 min )

The SEC asked prospective ETF issuers to amend key paperwork, Blockworks reported.  ( 27 min )

A 6.54% rally lifted ether above $2,700 on heavy volume as traders and executives forecast further upside toward $4,000.  ( 30 min )

Bitcoin's current rally doesn’t yet reflect speculative excess, the asset manager said in a new report.  ( 28 min )

The market structure bill got an overhaul in two House committees at the same time while the Senate's stablecoin bill is steaming toward a finish.  ( 33 min )

The divergence in bond yields likely represents the perceived effects of Trump's trade war and could bode well for bitcoin.  ( 28 min )

Pritchard's elevation is a sign of the FCA's focus on developing a comprehensive regulatory environment for the industry.  ( 27 min )

ETH call options are trading at a higher premium on Deribit, making it more favorable to traders.  ( 28 min )

The deal will include Aave’s participation in upcoming liquidity incentive campaigns, including with the Astar, a blockchain prominent in the Japanese Web3 ecosystem.  ( 27 min )

Profit-taking is occurring, but the token has managed to keep most gains.  ( 28 min )

The $0.70 level is a key psychological support zone for ADA's price stability, CoinDesk Research's technical analysis shows.  ( 29 min )

Focusing solely on prices masks the real progress taking place on blockchains like Ethereum, says William Mougayar, founder of the Ethereum Market Research Centre.  ( 31 min )

Avalanche’s token shows remarkable strength amid market volatility, with a strong volume-backed breakout.  ( 28 min )

Market observers heralded the SEC Chair Atkins' comments as positive development for the sector, with Binance founder CZ saying that June 9th "will be remembered as DeFi day."  ( 29 min )

The Web3-AI movement is short on talent, data, compute, infrastructure and capital and risks becoming an afterthought to the centralized ecosystem, says Jesus Rodriguez.  ( 32 min )

Under a proposed law, companies would be able issue their own tokens provided they meet equity capital requirements and can guarantee refunds through reserves.  ( 27 min )

As the bitcoin counts of long-term holders has increased, that of short-term holders has fallen.  ( 27 min )

Aave (AAVE) was also among the top performers, rising 17% from Monday.  ( 24 min )

The token closed above the $4.10 resistance level, suggesting further upside.  ( 28 min )

The crypto exchange surveyed Fortune 500 company execs and decision makers at small and medium-sized firms in the U.S. to assess crypto adoption trends.  ( 27 min )

The Ethereum Market Research Centre (EMRC) is a community-led initiative aimed at bridging the education gap for institutional and professional audiences.  ( 29 min )

Bitcoin Core 30 is scheduled to be implemented in October.  ( 30 min )

Your day-ahead look for June 10, 2025  ( 42 min )

With over $280 million of volume to date, the Zeconomy-powered DCP marks the first native issuance of digital commercial paper on the XRP Ledger.  ( 29 min )

Bitcoin’s climb above $109,000 set the stage for broad-based gains in altcoins, with traders eyeing key inflation data later this week.  ( 28 min )

Sales of STRK and STRF preferred shares allow Strategy to fund bitcoin purchases without diluting common shareholders.  ( 28 min )

U.S.-based miner retains over 14% ownership after open market sales.  ( 28 min )

SG Forge’s USD CoinVertible has Bank of New York Mellon acting as reserve custodian for the token.  ( 28 min )

PLUS: Institutional Ethereum staking might drive ETH’s next rally.  ( 33 min )

In this handbook, I’ll demystify the Apple app code signing process. Apple's ecosystem is powerful, but its distribution mechanisms – with various identifiers, certificates, and profiles – can appear complex. This guide attempts to make that journey ...  ( 23 min )

Vercel is a cloud platform or Platform-as-a-Service (PaaS) designed to help frontend developers create, preview, and deploy web applications swiftly and efficiently. In this tutorial, we’ll focus on deploying a Next.js application to Vercel using Git...  ( 6 min )

If you’ve been meaning to learn full-stack web development but don’t know where to start, this new course is a solid way in. Whether you're aiming to get a job in web dev or just want to build your own projects, understanding how the pieces fit toget...  ( 4 min )

Explore how hyperliquid became the leading perp DEX: A deep dive of architecture, metrics, tokenomics, and vision for onchain finance.  ( 14 min )

EDB CEO, Kevin Dallas, takes the stage at MIT Technology Review's EmTech AI event.  ( 15 min )

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. IBM aims to build the world’s first large-scale, error-corrected quantum computer by 2028 The news: IBM announced detailed plans today to build an error-corrected quantum computer with significantly more computational capability than existing…  ( 21 min )

IBM announced detailed plans today to build an error-corrected quantum computer with significantly more computational capability than existing machines by 2028. It hopes to make the computer available to users via the cloud by 2029.  The proposed machine, named Starling, will consist of a network of modules, each of which contains a set of chips,…  ( 23 min )

The Trump administration’s chainsaw approach to federal spending lives on, even as Elon Musk turns on the president. On May 28, Secretary of Defense Pete Hegseth announced he’d be gutting a key office at the Department of Defense responsible for testing and evaluating the safety of weapons and AI systems. As part of a string…  ( 21 min )

If you’re one of those individuals that finds appeal in 34-inch ultrawide curved gaming monitors, but you’re not looking to blow your budget, Prism+ has pretty much been a go-to brand, and its X340 Pro Evo is a display that should scratch that itch. After spending some time living with it, here’s what I can […] The post Prism+ X340 Pro Evo Lightning Review: Ultrawide That’s Somewhat Lacking appeared first on Lowyat.NET.  ( 39 min )

Following the launch of the P7, Xpeng is set to unveil its new G7 mid-size SUV in China tomorrow evening (11 June). According to company chairman He Xiaopeng, the G7 will be Xpeng’s first true “AI car”, equipped with the company’s self-developed Turing AI chip that enhances driving capabilities and a cutting-edge windshield display designed […] The post Xpeng To Unveil New G7 Mid-Size Electric SUV Tomorrow appeared first on Lowyat.NET.  ( 34 min )

Honda Malaysia released a press statement today announcing a massive product recall involving 87,490 cars. The purpose of this recall is to replace the fuel pump of these models as a precautionary measure. In the press release, the automaker has listed two components of the fuel pump that need to be replaced. The first is […] The post Honda Recalls 87,490 Cars Due To Fuel Pump Issues appeared first on Lowyat.NET.  ( 35 min )

If you’ve ever lived with a child or a pet, or simply are too busy to pick up a broom, you’d know what it’s like to have an unkempt home. It also means you are no stranger to that skin-crawling feeling of dirt and sediments clinging to your feet like they were magnets. If that […] The post eufy RVC Omni E25: Automating Your Cleaning Routine The Smart Way appeared first on Lowyat.NET.  ( 38 min )

OPPO has officially two new smartphones under the A series, namely the A5i and A5i Pro. Both phones are powered by the same chipset as the A5 Pro 4G, but the Pro gets a bigger batter, a better imaging setup, and higher durability. The models sport a 6.67-inch 720p LCD display with a 90Hz refresh […] The post OPPO A5i Lineup Goes Official With Snapdragon 6s 4G Gen 1, 6,000mAh Battery For Pro appeared first on Lowyat.NET.  ( 33 min )

Tesla’s second-generation Optimus robot is now on display at 1 Utama shopping mall as part of an ongoing roadshow. For most of us, its appearance came as a surprise, having received little to no fanfare – aside from a single post shared days earlier on Tesla Malaysia’s official Instagram account. That said, don’t expect it […] The post Tesla Optimus Gen 2 On Display At 1 Utama Until 15 June 2025 appeared first on Lowyat.NET.  ( 34 min )

There are many Chinese automakers that have entered the Malaysian market and one of them is Dongfeng, which is one of China’s largest automobile manufacturers. The company entered the Malaysian market with the Box, which has a starting price of RM100,700, and more recently it has hinted through a Facebook post that the company has […] The post Dongfeng Set To Launch 007 Sedan And Nammi 06 SUV appeared first on Lowyat.NET.  ( 35 min )

We have seen the Samsung Galaxy Watch8 series, including a Classic model, appear in the Chinese certification listing. So while it’s no surprise that we’ll be seeing them appear online at some point, it is where it has showed up that was the mild shocker. Serial leakster @OnLeaks has shared on X an eBay listing […] The post Alleged Samsung Galaxy Watch8 Classic Appears Online appeared first on Lowyat.NET.  ( 34 min )

Update – 2:16PM: Infinix has officially unveiled the Smart 10 series in Malaysia. The original article has been updated to include the new information provided by the company. Original Article – 12:12PM: Infinix is preparing to release the newest additions to its entry-level smartphone lineup, the Smart 10 series. The series includes a regular Smart […] The post Infinix Shows Off Smart 10 Plus In New Teasers (Updated) appeared first on Lowyat.NET.  ( 34 min )

HONOR Penang has dropped a surprising announcement as it revealed the local price for the new X6c. Placed below even the X7c, the new smartphone is now the cheapest offering in the X series, but it still brings durability and a big battery to the table. The X6c sports a 6.61-inch 720p LCD display with […] The post HONOR X6c Hits The Shelves At RM599 appeared first on Lowyat.NET.  ( 33 min )

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One analyst characterized bitcoin's recovery from last week's decline as a "peaceful rally," with buyers stepping in to support the uptrend.  ( 28 min )

Support at $4.84 held through subsequent retests suggesting potential continuation of the uptrend.  ( 28 min )

The commonly used mNAV is an insufficient gauge for measuring relative valuations, argues NYDIG's Greg Cipolaro  ( 27 min )

In a final SEC crypto roundtable, the securities watchdog dug into decentralized finance, with Chairman Paul Atkins promising efforts to ease developers' path.  ( 29 min )

The oversubscribed raise follows stablecoin issuer Circle’s massive IPO last week, underscoring investor appetite for stablecoin-related projects.  ( 28 min )

Santiago Peña's account said that bitcoin would be made legal tender.  ( 26 min )

Shares are up another 9% in volatile action on Monday, now having nearly quadrupled in price since the IPO late last week.  ( 27 min )

The rebound comes amid fading uncertainty surrounding a public feud between Donald Trump and Elon Musk, as well as improving fundamentals on the BNB Chain.  ( 28 min )

Oracle network Chainlink's native token shows resilience with strong demand stepping in at key support levels.  ( 28 min )

The country has been beefing up its crypto work as digital assets have soared in popularity.  ( 27 min )

Avalanche’s token fell sharply following recent gains, with key technical levels emerging.  ( 28 min )

Apple researchers develop STARFlow, a breakthrough AI image generation system that challenges diffusion models used by DALL-E and Midjourney with competitive performance.  ( 7 min )

An introduction to onchain AI agents: autonomous programs that combine blockchain trustlessness with AI intelligence. Learn how they work.  ( 7 min )

Web3 in 2025 runs on data. This guide covers the best onchain data tools and analytics platforms and how QuickNode Streams powers them.  ( 7 min )

Learn how to identify and fix common Solana RPC errors using QuickNode Logs that provide real-time insights into every request and response.  ( 6 min )

Build faster, cheaper, and better on Monad: A deep dive into Monad’s architecture, performance features, and developer workflows.  ( 10 min )

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. How a 1980s toy robot arm inspired modern robotics —Jon Keegan As a child of an electronic engineer, I spent a lot of time in our local Radio Shack as a kid. While…  ( 21 min )

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Like people undergoing cognitive migration, institutions must reassess what they were made for in this age of AI.  ( 12 min )

AI agents are moving from passive assistants to active participants. Today, we ask them to do. Tomorrow, we’ll authorize them to act.  ( 7 min )

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Should talking to an AI chatbot be protected and privileged information, like talking to a doctor or lawyer? A new court order raises the idea  ( 9 min )

A new spoken language model can quickly generate “infinite” new voices of varying genders, ages, demographics, based on a simple text prompt.  ( 9 min )

On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews former CTO and prolific programming teacher Hitesh Choudhary. We talk about: The limits of AI in building a robust codebase Time management Higher Education in ...  ( 3 min )

Working remotely gives your team flexibility, but it also opens the door to cyber threats. Remote workers are more exposed without the protection of office firewalls and on-site IT teams. Hackers know that people often use weak passwords, forget to ...  ( 7 min )

Technical debt refers to the future cost – measured in terms of time, money, effort, or opportunity – of choosing expedient solutions today instead of more deliberate and scalable ones. And it's not just a pro-code concept. It might be easier to unde...  ( 11 min )

Over the years, in my role as a lead full-stack developer, solutions architect, and mentor, I’ve been immersed in the world of micro frontend architecture, working across different large-scale frontend projects where multiple teams, stacks, and deplo...  ( 26 min )

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Manus has kick-started an AI agent boom in China Last year, China saw a boom in foundation models, the do-everything large language models that underpin the AI revolution. This year, the focus has…  ( 22 min )

This week, I’ve been thinking about the powerful connection between mind and body. Some new research suggests that people with heart conditions have better outcomes when they are more hopeful and optimistic. Hopelessness, on the other hand, is associated with a significantly higher risk of death. The findings build upon decades of fascinating research into…  ( 21 min )

Later this month, an inconspicuous 150-kilogram satellite is set to launch into space aboard the SpaceX Transporter 14 mission. Once in orbit, it will test super-accurate next-generation satnav technology designed to make up for the shortcomings of the US Global Positioning System (GPS).  The satellite is the first of a planned constellation called Pulsar, which…  ( 27 min )

Google said the newest version of Gemini 2.5 Pro, now on preview, gives faster and more creative responses while performing better than OpenAI's o3.  ( 7 min )

Dublin AI startup Solidroad raises $6.5M from First Round Capital to transform customer service training with AI that coaches human agents and improves satisfaction scores.  ( 9 min )

Using a clever solution, researchers find GPT-style models have a fixed memorization capacity of approximately 3.6 bits per parameter.  ( 9 min )

Databricks Ventures and Noma Security partner to tackle critical AI inference vulnerabilities with real-time threat analytics, proactive red teaming, and robust governance, helping CISOs confidently scale secure enterprise AI deployments.  ( 9 min )

When building microservices with Spring Boot, you’ll have to decide how the services will communicate with one another. The basic choices in terms of protocols are Messaging and REST. In this article we’ll discuss tools based on REST, which is a comm...  ( 6 min )

Have you ever wanted to go beyond ‘hello world’ and build a real, production-style CI/CD pipeline – starting from scratch? Let’s pause for a moment: what are you trying to learn from your DevOps journey? Are you focusing on GitOps-style deployments, ...  ( 17 min )

Last year, China saw a boom in foundation models, the do-everything large language models that underpin the AI revolution. This year, the focus has shifted to AI agents—systems that are less about responding to users’ queries and more about autonomously accomplishing things for them.  There are now a host of Chinese startups building these general-purpose…  ( 29 min )

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Crypto billionaire Brian Armstrong is ready to invest in CRISPR baby tech Brian Armstrong, the billionaire CEO of the cryptocurrency exchange Coinbase, says he’s ready to fund a US startup focused on gene-editing…  ( 22 min )

The clean cement industry might be facing the end of the road, before it ever really got rolling.  On Friday, the US Department of Energy announced that it was canceling $3.7 billion in funding for 24 projects related to energy and industry. That included nearly $1.3 billion for cement-related projects. Cement is a massive climate…  ( 21 min )

Brian Armstrong, the billionaire CEO of the cryptocurrency exchange Coinbase, says he’s ready to fund a US startup focused on gene-editing human embryos. If he goes forward, it would be the first major commercial investment in one of medicine’s most fraught ideas. In a post on X June 2, Armstrong announced he was looking for…  ( 26 min )

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Most language apps brag about their streak counter. The first week feels electrifying. You open the app, tap a lesson, and watch the streak begin. By week four the thrill fades, yet the pressure builds. You sign in to protect a number, not to improve your accent. The data backs it up. Duolingo reports that more than 70 percent of learners keep a seven-day streak, but only a sliver maintain the habit for months. Less than 5 percent of teen users reach a full year (Duolingo). When the motivation finally dies, many learners churn. Attention, once gamified, gone. Why does this happen? Streaks reward presence. Real fluency demands performance. Speaking requires deliberate practice with feedback: words per minute, pronunciation clarity, spontaneous reply time. Tapping through review cards can’t …  ( 4 min )

🔐 ADK & MCP: Your AI's Privacy Shield or Backdoor? What Indian Developers MUST Know! Omanand Swami ・ Jun 5 #ai #mcp #privacy #adk  ( 2 min )

"Nice!!!!!!!!!!!!! but what about data privacy ??" 😅 That fiery comment on our last piece hit home! When juggling Google's ADK and Anthropic's MCP to build genius AI agents, where does your user's privacy stand? Let's crack this open—masala style! You Sweat About Data Privacy? Imagine your AI assistant reading your emails 📧, scanning your fitness data 💪, and rescheduling meetings 🤯. Powerful? Absolutely! Risky? Big time! ADK lets agents act like humans (scary if rogue!) MCP connects AI to your Gmail, Fitbit, bank apps (hello, sensitive data!) Bottom line: One leak = Trust gone. Kaput. 💔 ADK builds multi-agent brains 🤖. But "with great power..." you know! Privacy Superpowers 🦸: Agent-Auth: Like giving your AI a limited office access card 🪪 (only enters rooms it nee…  ( 4 min )

Ever wondered how JavaScript knows when to run your .then() block? Or why your console.log("done") appears before a resolved promise result? Let’s break it down in this quick TidBit! A Promise is JavaScript’s way of saying: “I’ll give you a value… eventually!” It’s a placeholder for a result that’s either: Fulfilled (Success) Rejected (Failure) Or still Pending const promise = new Promise((resolve, reject) => { setTimeout(() => { resolve("Data loaded!"); }, 1000); }); promise.then((data) => console.log(data)); When resolve("Data loaded!") is called, the .then() block waits to execute — but where does it go meanwhile? JavaScript is single-threaded. That means it can do one thing at a time. So how does it handle waiting, timers, and promises without freezing the a…  ( 4 min )

Long ago, I was a new(ish) IT Professional working on an Application Support Team. It was old-school traditional support work - always undermanned, underequipped, and just trying to keep our heads above the flood of help tickets. Along the way, I realized that if we were ever going to get ahead of the curve, we needed a couple of tools that weren't available to us. I also knew that everything we needed to create those tools existed, but... we were a traditional support team. We weren't authorized to build things, that would be work for real developers. ...I did it anyway. I must have broken just about every architectural rule in the company... Unapproved development work. Unauthorized use of server hardware. Unapproved connectivity. Unapproved use of free/open source software packag…  ( 6 min )

In our previous post, we walked through setting up a Nx monorepo containing a React web app, a Node.js API, and a React Native mobile app. In this post, we'll achieve the same setup using Lerna as our monorepo tool of choice. Start by creating a new directory for your monorepo, navigating into it, and initializing Lerna. This sets up the foundational structure for your project, including the necessary configuration files and a packages folder where your future sub-projects will reside. mkdir Lerna cd Lerna npx lerna init Next, we'll create a packages directory (if it doesn't already exist), navigate into it, and scaffold a new Vite project. This is where we'll add individual packages or apps managed by Lerna. mkdir packages cd packages npm create vite@latest Now, navigate into your new …  ( 5 min )

(Spoiler: Together, They’re Unstoppable!) Imagine building a Robot army 🤖⚔️ (ADK) that can also hack into every database on Earth 🔓 (MCP). That’s the power combo we’re unpacking today! Forget "vs." — let’s merge Google’s Agent Development Kit (ADK) and Model Context Protocol (MCP) to create AI systems that - Think Act Adapt .......like never before. Buckle up! (Build armies of AI agents that work like a hive mind!) 💡 What Makes ADK a Game-Changer? Python-Powered Simplicity: Code agents in minutes, not months. Dynamic Teams: Agents delegate tasks like a CEO (e.g., "Hey FinanceBot, handle the invoice while I chat with the customer!"). Multimodal Magic: Voice, video, text—Netflix-style interactions for AI 🎥🔊. 🛠️ ADK’s Weakness: It’s data-hungry but lacks direct access to your private files, calendars, or APIs. That’s where MCP swoops in! (Your LLM’s backstage pass to the real world!) 💡 Why MCP is the Silent Hero Universal Plug-and-Play: Like USB-C for AI—connect Claude to Google Drive, GitHub, or even your smart fridge 🧃. Privacy-First: Data access only after user consent (no creepy overreach!). Real-Time Context: Agents see your world, not just the open web. ⚡ Killer Feature: Prompts as Superpowers Define triggers like /check-calendar to let AI act before you ask. 🛠️ MCP’s Weakness: It’s a connector, not a builder. You need ADK (or similar) to create agents that use those connections. Example: Build a Personal Assistant That’s Smarter Than J.A.R.V.I.S Step 1: Use MCP to link: Your Google Calendar 📅 Work emails 📧 Fitness tracker 🏋️♂️ Result: Your assistant auto-reschedules meetings if your Fitbit detects stress—without coding APIs from scratch 🤯. ADK = Conductor 🎻 MCP = Orchestra’s instruments 🎺 You = The Composer 🎼 ADK and MCP aren’t rivals—they’re peanut butter and jelly 🥜🍇. Ready to experiment? ADK Docs: github.com/google/adk MCP Specs: modelcontextprotocol.io  ( 4 min )

Howdy folks 👋🏻 If you use a computer — whether it’s for programming, writing, or just everyday tasks — chances are you rely on your keyboard more than you think. From crafting blog posts and coding projects to drafting books or simply replying to emails, typing is a core part of your digital life. Most people type at an average speed of 10 to 50 words per minute (WPM), which gets the job done, but it leaves a lot of room for improvement. The good news? With just a little focused daily training, you can dramatically boost your typing speed and accuracy, unlocking a faster, smoother workflow. Like any speed measurement unit, KPH or MPH for example, it's basically how many words you can type in a minute. According to a survey done in March 2025 by onlinetyping.org on 56,000 volunteers, 28…  ( 5 min )

tarting November 1, 2025, Google Play will require all new apps and app updates targeting Android 15+ to be compatible with 16KB memory pages. Here's what that means for you and how to get your app ready. 📦 Why This Matters 📈 Real-world benefits seen on devices with 16KB pages: App launch time: up to 30% faster Battery life: ~4.5% improvement Camera startup: 4.5–6.6% faster System boot: ~8% faster ✅ Is Your App Affected? You don’t use native code or native libraries You need to check compatibility if: You’re building native extensions or relying on native SDKs 🛠️ How to Make Your App 16KB-Compatible Audit Your Dependencies Test in 16KB Environments Use APK Analyzer 🔍 How to Test Use the APK Analyzer to flag potential issues Check the .so files and linked symbols for assumptions about 4KB pages ⏳ What If You Don't Update? 🧪 Bonus: Use This Gradle Snippet to Warn Early groovy android { lintOptions { checkReleaseBuilds true warningsAsErrors true } } Combine that with static analysis or custom lint rules to catch compatibility issues early in CI. 🔗 Resources NDK Downloads Android Studio 16KB Emulator Support 💬 Have you started testing your app with 16KB pages? Any issues with native libraries or build tools? Let’s discuss in the comments 👇  ( 4 min )

Flask is a minimalist Python web framework that gives developers full control and flexibility to build scalable apps quickly, with a simple core and rich ecosystem of extensions. In this tutorial, we walk through how to build a simple yet powerful app for user authentication and registration using the Python framework Flask. Here’s what we covered: ✅ Setting up the project structure and connecting a SQLite database to store user data Check out the full tutorial here https://hostman.com/tutorials/creating-a-web-application-using-python-flask/  ( 3 min )

As more teams start experimenting with AI agents using MCP, one challenge keeps coming up - there's no clear way to govern how agents access tools, or understand what's happening when those tools are called. That’s why we built MCPX - an open-source gateway that helps you add visibility, guardrails, and permissioning around MCP usage. Whether you're testing locally or building toward more complex workflows, MCPX gives you control over how agents interact with your tool ecosystem. Check it out: MCPX on GitHub We’re seeing real traction in teams using MCP to let agents call tools like Slack, GitHub, Gmail, internal APIs, and more. But the operational gaps are clear: Agents can call tools they shouldn’t No way to group or gate sensitive actions No built-in audit or usage tracking No policies …  ( 4 min )

In the next few weeks, I’ll explore with you how to choose a developer path: from technical deep dives to people leadership, and everything in between. Whether you’re at a fork in the road or just getting curious, this series is for you. Week 1 will be about exploring (experimentation, choosing a growth theme), Week 2 we'll focus on becoming visible and taking initiative, while the final week is about claiming growth (or moving away) and choosing your own path. Join me on this journey! “I want to grow, but I don’t know what my next step is.” Sound familiar? So many developers stay stuck in neutral, waiting: For their manager to notice For a formal opportunity For the “right” timing For confidence to magically appear But: You don’t need permission to grow. You need initiative. I wasn’t hand…  ( 4 min )

Hey React developers, After working with dozens of developers and reviewing lots of React code, I’ve noticed a pattern. Many developers write code that works fine during development but leads to subtle bugs and frustrating user experiences in production. These issues often show up when real users interact with the app, leading to bounce rates, lost user trust, or even lost revenue. In this post, I’ll break down 10 common mistakes I see (and have made myself), plus practical ways to fix them. The goal: move from "it works on my machine" to "this feels great for everyone." const [search, setSearch] = useState(''); State is stored in memory only. Refreshing the page resets filters. You can’t share a filtered view. The URL doesn’t reflect the UI state. Use useSearchParams for simple cases: co…  ( 6 min )

The $440 Million Typo That Changed Everything In 2012, Knight Capital made a "small" software update. One tiny bug in their trading system caused a chain reaction that lost $440 million in 45 minutes. The company almost went bankrupt. One bug. 45 minutes. Nearly dead. This is the domino effect in action. Think of your app like a house of cards. Touch one card wrong, and the whole thing collapses. In software: Fix one bug → Create two new bugs Change one line of code → Break three features Update one library → Crash the entire app It's not just theory. It's happening right now to startups everywhere. Website crashes = Lost customers Payment bugs = Lost revenue Data corruption = Lost trust But here's what really destroys startups - the cascade: Day 1: Small checkout bug appears Day 2: Cus…  ( 5 min )

Rust offers different ways to initialize compile time-initialized variables. Recently, I had to create a runtime-initialized variable: existing approaches don't work in this case. I want to describe multiple ways to achieve it in this post. The Rust language allows you to create constants. Two keywords are available: const and static. Sometimes a certain value is used many times throughout a program, and it can become inconvenient to copy it over and over. What’s more, it’s not always possible or desirable to make it a variable that gets carried around to each function that needs it. In these cases, the const keyword provides a convenient alternative to code duplication: const THING: u32 = 0xABAD1DEA; let foo = 123 + THING; -- Keyword const A static item is a value which is valid for the…  ( 6 min )

The rise of decentralized applications (dApps) has brought wallets to the forefront of the Web3 experience. As the interface between users and the blockchain, wallets must strike the right balance between usability, security, and flexibility. KS Wallet, developed as part of the KALP STUDIO ecosystem, redefines what a Web3 wallet can be. More than just a place to store digital assets, it serves as a multi-functional gateway to decentralized networks, tailored for both everyday users and developers building on Kalp. This article explores the core functionalities, architecture, and unique advantages of KS Wallet — and why it matters for the next generation of blockchain applications. KS Wallet is a multi-format, secure, and scalable Web3 wallet built into the KALP STUDIO platform. It supports…  ( 5 min )

If you’ve ever published a library on GitHub, you’ve probably noticed that GitHub shows a nice sidebar section on some repositories — "Used by X repositories" — giving your project social proof and discoverability. Unfortunately, this info is only visible if 100+ repositories depend on your project. That sucks because I maintain several open source libraries like jekyll-auto-authors that have dozens of real users and I'd love to showcase that information despite the thresholds. So I built dependents.info — a simple tool that shows your network dependents right inside your README! How it works The idea is simple: dependents.info is a GitHub Action written in TypeScript + a Go based API that together generate a SVG image showing which repositories depend on your package. Just…  ( 4 min )

The open-source model ecosystem is moving fast, and Llama 4 is one of the most powerful and flexible model families available today. Built with native multimodality, Mixture-of-Experts (MoE) architecture, and support for tool calling, Llama 4 opens up a world of possibilities across text, code, and vision. With the recent release of Ollama v0.8, developers can now leverage real-time streaming responses and tool invocation directly from their GPU Virtual Machines. Whether you’re building assistants, agents, or research tools, the combination of Llama 4 and Ollama makes it possible to run highly capable models locally with precision and control. Native Multimodal: Accepts both text and image input Supports 12+ Languages: Arabic, English, French, German, Hindi, Indonesian, Italian, Portuguese…  ( 6 min )

In the vast landscape of programming languages, each with its unique philosophies and eccentricities, Go stands out for its deliberate simplicity. This design choice permeates every facet of the language, and perhaps nowhere is it more debated, and ultimately, more revealing, than in its approach to error handling. Go eschews the try-catch blocks of Java or Python, the monadic Result types of Rust, or the complex exception hierarchies of C++. Instead, it offers a deceptively simple, yet profound mechanism: explicit error checking. This article delves into the heart of Go's error handling, exploring its history, techniques, nuances, and why, despite its initial unfamiliarity to some, it’s a cornerstone of Go's robust and readable nature. error Interface The foundation of error handling in…  ( 9 min )

Buttons are small, but they make a big impression. Whether it’s a landing page, form, or call-to-action, buttons guide users and shape their experience. I’ve hand-crafted 40+ CSS buttons for different styles — from minimal and modern to playful and animated — all in one place. All buttons are pure CSS and customizable. Before we get started, don’t forget to subscribe to my newsletter! Subscribe here! Now, let’s jump right into it! Here’s a short preview of all the buttons in action: Browse All Buttons 👉 cssnippets.shefali.dev/buttons Each button comes with: Live demo Copyable code Tailwind & plain CSS options (where applicable) No JavaScript Easily customizable colors and sizes Works with any framework That’s all for today! For paid collaboration connect with me at : connect@shefali.dev Hope you find these helpful! If you found this post helpful, here’s how you can support my work: Buy me a coffee – Every little contribution keeps me motivated! Subscribe to my newsletter – Get the latest tech tips, tools & resources. Follow me on X (Twitter) – I share daily web development tips & insights. Keep coding & happy learning!  ( 3 min )

Introduction Many budding programmers start their journey by building projects—copying tutorials, following trends, and ticking boxes for placements. But what if I told you that the real leap in your growth comes not from building more projects, but from thinking like a product creator? Let’s explore why shifting from a project mindset to a product mindset can transform not just your portfolio, but your entire approach to software development. If you’re a student in India, you know the drill: learn a language, master DSA, and build a few projects—often by following YouTube tutorials. This is a great start. Copy projects, in fact, are the digital equivalent of learning under a senior developer in the old days. But here’s the catch: many get stuck in “tutorial hell,” endlessly cloning apps…  ( 4 min )

This is a submission for the Postmark Challenge: Inbox Innovators. Ever wished your incoming support, careers, or operations emails could instantly land in your team’s Discord channels so you can notify the right people, ask for input, and triage issues collaboratively? Email workflows are often rigid and slow. InboxNinja transforms that experience by giving teams a real-time, customizable email relay bot that plugs directly into their Discord workspace. InboxNinja is a real-time, self-hosted email relay bot designed for operational teams. It receives emails via Postmark, processes them through a webhook, summarizes the content, and neatly delivers it into specific Discord channels. Messages arrive organized in threads, with attachments and action buttons for instant response. It turns inb…  ( 4 min )

A post by Zachary Huang  ( 2 min )

Choosing the right Web Application Firewall (WAF) isn't just about blocking bad traffic—it's about finding the right balance of control, performance, and ecosystem fit. In this post, we compare SafeLine WAF, an open-source WAF built for developers, with Cloudflare WAF, one of the most popular commercial edge-based solutions. If you're evaluating options for 2025, here's what you need to know. Cloudflare WAF A fully managed WAF tightly integrated into Cloudflare’s global edge network. It combines DDoS protection, CDN acceleration, DNS, Zero Trust access, and advanced bot management—all in one. Highlights: 300+ edge PoPs worldwide Built-in CDN, DNS, access control Managed rule sets (OWASP, CVEs, etc.) Bot management with JavaScript challenges Strong DDoS mitigation at network and applicat…  ( 4 min )

There are passions that grip you so tightly you practically forget to blink (yes, I’m looking at you). Before you realize it, you’re hooked. For me, that magnetic pull came from two unlikely partners: the rigid logic of programming and the boundless freedom of poetry. How, you ask, can something so binary and unforgiving unite with something so fluid and emotive? The answer lies in their shared obsession with rules—only to bend or defy them. A strict poem without any deviation can feel flat; similarly, code that never experiments can be downright dull. In both realms, knowing the rules is your first job—but your real artistry begins when you push against them. Grammar vs. Syntax: A poet might split an infinitive or invent a word (looking at you, e.e. cummings), while a programmer might ove…  ( 6 min )

Ever wanted to create your own AI-powered image generator, where you call the shots on the final masterpiece? That's exactly what we're building today! We'll craft an interactive web application that lets users generate images from text prompts and then approve or regenerate them – all within a user-friendly interface. We'll use PocketFlow for workflow management, and you can check out the complete example we're building. Imagine you're an artist, and you have a super-smart assistant (an AI) who can paint anything you describe. You tell it, "Paint a cat and an otter on a sofa!" The AI quickly paints a picture. But maybe the cat looks a bit grumpy, or the otter is on the floor instead of the sofa. Wouldn't it be great if you could tell the assistant, "Make the cat look friendlier," or "Put …  ( 10 min )

Hey everyone! I've built a polished fitness app that's live on the App Store and Play Store, ready to take on mass users. The app is well-designed, user-friendly, and backed by a highly profitable business plan. Everything is set—we just need the right person to skyrocket our growth! I'm looking for a passionate organic marketing expert to join the team, take charge of user acquisition (think social media, content, SEO, community building, etc.), and claim a piece of the pie (equity and/or rewards). I'll handle the big-picture stuff—monitoring, dev, technical, and operations—so you can focus on crushing the marketing game. Think you're a great fit? DM me with: If we vibe, I'll share more details about the app in DMs. Let’s build something huge together! 💪  ( 3 min )

What is a Monorepo and Why Nx? Ever find yourself checking many projects, each in its own GitHub repo, making updates feel like fixing one thing just makes another pop up? I know I used to. It's often difficult to keep track of all the different versions of things or remember where that one shared piece of code actually lived. This scattered setup really tests your patience, doesn't it? Well, there's another way. A monorepo holds all code for many projects in one single version control repository. All the different parts of a big system, like a website, an API, or even a mobile app, live side-by-side. For example, Google, Facebook, and Microsoft all use monorepos for parts of their massive codebases. This approach can really speed up things. Consider a shared component library. In a trad…  ( 13 min )

Have you ever wondered how Google Translate instantly converts a complex sentence from German to English, or how AI models can write coherent articles and even code? For years, the reigning champions in tasks involving sequences of data, like natural language processing (NLP), were intricate neural networks built on recurrent (RNNs) or convolutional (CNNs) architectures. They were powerful, but often slow, sequential, and struggled with really long sentences. Then, in 2017, a groundbreaking paper titled "Attention Is All You Need" dropped like a bombshell. Penned by a brilliant team of researchers at Google, this paper didn't just propose an improvement; it proposed a complete paradigm shift. It introduced the Transformer architecture, a revolutionary model that boldly declared: "We don't …  ( 10 min )

When building React or Next.js applications, one of the most common tasks is sharing data between components. A simple way to do this is by passing data as props from a parent component down to its child components. While this approach works fine for small projects, it quickly becomes problematic in larger, more complex applications. Here’s why, When the data needs to be accessed by deeply nested components, you end up passing props through multiple layers of components that don’t even need the data themselves, a problem known as prop drilling. This makes your code harder to maintain, harder to read, and prone to bugs as the app grows. If multiple components in different parts of the app need the same data, you’d have to restructure your component tree just to share that data properly. Th…  ( 4 min )

Distributed Denial-of-Service (DDoS) attacks are among the most disruptive threats on the internet. They aim to make a service unavailable by overwhelming it with massive traffic, often from thousands of compromised devices. From taking down websites to paralyzing APIs, DDoS attacks continue to evolve—and so must our defenses. In this post, we’ll walk through what DDoS attacks are, the types of DDoS you’re most likely to encounter, their real-world impact, and how modern systems defend against them. Finally, we’ll highlight how SafeLine WAF fits into a layered DDoS defense strategy, especially at the application layer. A DDoS attack occurs when multiple machines flood a server, website, or network with traffic to exhaust its resources and take it offline. These machines are often part of a…  ( 4 min )

In today's digital ecosystem, APIs silently power the interconnected world we've come to rely on. They're the invisible bridges connecting disparate systems, enabling the seamless experiences we take for granted. But here's the truth that experienced developers know all too well: an API is only as powerful as its documentation allows it to be. As we approach 2025, the landscape of API documentation is undergoing a radical transformation that few are talking about—yet these changes will fundamentally alter how developers interact with APIs forever. Are you prepared for what's coming? Remember when API documentation was just a necessary evil - technical manuals that developers reluctantly consulted when stuck? Those days are rapidly fading. Today's API documentation serves as both compass a…  ( 9 min )

Ever wondered how data flows behind the scenes in Java web applications? 🤔 Servlets are the unsung heroes of backend processing—handling requests, managing sessions, and acting as the central controller between client and server logic. In my latest blog post, I dive into: ✅ What Servlets are ✅ Their role in the request-response cycle ✅ Real-world use cases ✅ Diagrams, code examples & more 🔗 Read the Full Blog on Blogger Let me know your thoughts or experiences using Servlets in the comments! 👇  ( 3 min )

Introducing "Fancy Blocks": A New Collection of Creative & Interactive Components for Angular Material Blocks We believe development should not only be functional but also fun. That's why we're thrilled to launch "Fancy Blocks," a new collection dedicated to fun, weird, and inspiring components and microinteractions. We're kicking things off with two playful blocks: Memory Album: A beautiful way to showcase photos in a draggable, interactive stack. Both are fantastic examples of the power and simplicity of the angular cdk drag-drop module, making them great learning tools as well. We invite you to explore "Fancy Blocks" and add a touch of delight to your next project: https://ui.angular-material.dev/blocks/marketing/fancy/fancy-blocks Add them quickly in your angular projects ⚡️ npx @ngm-dev/cli add free-fancy/memory-album npx @ngm-dev/cli add free-fancy/words-album  ( 3 min )

As developers, we often focus on getting code to work, but writing clean code is just as crucial. Clean code is readable, maintainable, and easier to debug, saving time and headaches for you and your team. Here are a few tips to level up your code quality: Use Meaningful Names: Variable names like x or temp are cryptic. Instead, use descriptive names like userProfile or requestTimeout to make your code self-documenting. Keep Functions Small: A function should do one thing and do it well. If your function is sprawling across dozens of lines, break it into smaller, focused functions. Comment Wisely: Avoid redundant comments like // increments i. Instead, explain why the code exists, e.g., // Ensures thread safety during parallel requests. Follow Consistent Formatting: Use tools like Prettier or ESLint to enforce consistent style. It’s not just aesthetics—it reduces cognitive load when others read your code. Refactor Regularly: Don’t let technical debt pile up. Refactor as you go to keep your codebase healthy and adaptable. Writing clean code isn’t just about today’s sprint—it’s about building software that’s easier to extend and maintain in the long run. What’s your go-to tip for keeping code clean? Share below!  ( 3 min )

Google Sheets for Developers: 5 Project Planning Workflows Before You Build Pratham naik for Teamcamp ・ Jun 5 #productivity #devops #opensource #learning  ( 2 min )

Google Sheets for Developers: 5 Project Planning Workflows Before You Build Pratham naik for Teamcamp ・ Jun 5 #productivity #devops #opensource #learning  ( 2 min )

Table of Contents Introduction Workflow 1: Technical Requirements Matrix Workflow 2: Sprint Planning and Story Point Estimation Workflow 3: API Design and Documentation Planning Workflow 4: Technical Debt and Bug Triage Workflow 5: Resource and Timeline Estimation Integration with Full Project Management Common Planning Mistakes to Avoid Every developer knows this feeling. You have a brilliant idea. Your fingers itch to start coding. However, jumping straight into implementation can lead to technical debt, scope creep, and late-night debugging sessions. Competent developers plan first. They map out requirements. They estimate complexity. They identify potential roadblocks before writing the first line of code. Google Sheets may seem basic compared to more advanced project management too…  ( 8 min )

About the Author Hi, I'm Sharon, a product manager at Chaitin Tech. We build SafeLine, an open-source Web Application Firewall that protects against real-world web threats like injections, web shells, and bot attacks. Our emergency response team also tracks non-HTTP vulnerabilities that impact frontend and dev environments like this one. Vite is a modern frontend build tool designed to provide a fast development server and optimized build process, widely used in JavaScript and TypeScript web development. In March 2025, security researchers at Chaitin Tech discovered a high-risk arbitrary file read vulnerability in Vite. The vulnerability was immediately reported to regulatory authorities. The Vite team has since released patches to fix this issue (CVE-2025-31125). The vulnerability allows…  ( 4 min )

Traditional RAG systems typically follow a linear approach: retrieve documents, generate a response, and present it to the user. While effective, this approach can lack the nuanced understanding and specialized processing that complex queries often require. In contrast, AI agents introduce a more dynamic and intelligent workflow to RAG-based operations. They can collaborate, iterate, and critique each other’s outputs, enabling deeper understanding and more coherent responses. This agent-driven approach transforms RAG from a static process into an adaptive system capable of producing higher-quality, context-aware content. In this blog post, we’ll guide you through building a powerful semantic search engine using Couchbase as the database, CrewAI for agent-based Retrieval-Augmented Generatio…  ( 6 min )

It's been over a year since I wrote Entering the World of AI Mechanics, and I happened to come back to it today as I've been reading and thinking a lot about the role of AI in engineering as well as in the wider world. A year is long enough for several quantum leaps in genAI. Of course new models have come out since then, but the fact that I wrote this before agentic AI was not only a thing, but a regular part of my workflow, makes it feel quaint. A year ago, my main experience with AI was adding it as a code snippet-generating tool to one of the apps I work on in my Day Job, and thus my point of view came from thinking about the user experience of a feature we added that wouldn't always act in the way a user (or us, the programmers) expected it to, and how to adjust to that uncertainty. O…  ( 5 min )

Hello, curious coders! 🧑‍💻 Today, we're diving into a fun string manipulation and graph problem from LeetCode — Lexicographically Smallest Equivalent String. We'll break it down step-by-step and walk through a clean and efficient solution using Disjoint Set Union (Union-Find). Let's get started! 🚀 You're given two strings s1 and s2 of the same length. Each index in these strings represents an equivalency relationship — for example, if s1[i] == 'a' and s2[i] == 'b', then 'a' and 'b' are equivalent. These equivalencies follow the rules of an equivalence relation: Reflexive: 'a' == 'a' Symmetric: If 'a' == 'b', then 'b' == 'a' Transitive: If 'a' == 'b' and 'b' == 'c', then 'a' == 'c' You're also given a third string, baseStr. Your task is to transform every character in baseStr to the lexi…  ( 5 min )

This disclosure was originally published by Chaitin Security Emergency Response Center. 👋 About Author Hi, my name is Sharon. I'm a product manager at Chaitin Tech. We build SafeLine, a high-performance open-source Web Application Firewall (WAF) that helps defend against real-world threats like code injection, web shells, and malicious bot traffic. While SafeLine focuses on HTTP traffic, we also track and respond to non-HTTP vulnerabilities that may affect our clients’ environments. In March 2025, Chaitin researchers discovered a critical remote code execution (RCE) vulnerability in Apusic Application Server (AAS) — an enterprise-grade JakartaEE-compatible middleware. The vulnerability stems from unsafe Java deserialization in the IIOP protocol and allows unauthenticated attackers to exe…  ( 4 min )

Understanding the difference between a thread and a process is fundamental to building scalable and efficient systems. A process is an independent program in execution. It has its own memory space, including code, data, and system resources. Starting an application (like a browser or server) creates a new process. A thread is a smaller unit of execution within a process. All threads in a process share the same memory space and resources, but each has its own call stack and program counter. Concept Analogy Process A house Thread People living in the house Shared memory Rooms and furniture (shared by all) Stack Each person's backpack (private) Process: Running the Chrome browser. Threads: One for the user interface, One for each tab, One for rendering, One for background tasks. Feature Process Thread Memory Has its own memory space Shares memory with other threads Overhead Higher (more OS resources) Lower (lightweight) Communication Requires IPC Can use shared memory Fault Isolation Crash in one doesn’t affect others Crash in one can crash the whole process Creation Time Slower Faster Threads enable concurrency, improving responsiveness and throughput. Processes provide isolation, which is safer for unstable or critical tasks. Choose based on: Speed vs. Safety Available memory/CPU Need to share or isolate data Understanding threads and processes helps you make better choices when designing everything from web servers to distributed systems.  ( 3 min )

This is a submission for the Postmark Challenge: Inbox Innovators. I built Travel Itinerary Builder - an AI-powered service that transforms scattered travel booking confirmations into organized, comprehensive trip plans through simple email forwarding. No apps, no accounts, just email. The Problem: Travelers receive confirmation emails from various sources (airlines, hotels, car rentals, restaurants) creating a mess of scattered information that's time-consuming to organize manually. The Solution: Forward booking confirmations to a unique trip email address and receive back beautiful, AI-enhanced itineraries with: 📧 Email-First Interface: Everything works through email forwarding 🤖 AI-Powered Parsing: Automatically extracts details from any booking format 🗓️ Smart Organization: Chronolo…  ( 6 min )

Goal was to optimize for visual density. Before After Campaign View -> Home View Before After Before I don't have a photo, it was a terrible dropdown that did not function on the new navigation bar After Today Token use: Bolt: 0 Gemini: 2m Total use: Bolt: 5.9m Gemini: 7m  ( 2 min )

Bitcoin-friendly European Parliament Member Sarah Knafo says Europe is still at the beginning of the digital revolution, which will help it compete with economies like China and the US.

Multiple technical, onchain and derivatives market indicators suggest a potential XRP price rally toward the $3 milestone in the coming days.

Crypto policy developments may result in a Bitcoin cycle top of over $150,000, according to the head of US at Foresight Ventures.

Stablecoins may anchor Ethereum’s real-world adoption, but an analyst warns that the network must solve cross-layer fragmentation to stay ahead in the next phase of DeFi.

A Bitcoin miner secured a $330,000 block reward despite network difficulty surging to a record 126.98 trillion.

European fund manager APS bought $3.4 million in tokenized real estate via MetaWealth, marking the first direct institutional purchase of retail-available tokenized assets.

RWAs are benefiting from increasing US crypto regulatory clarity, which has pushed the tokenization sector past $23 billion.

US authorities seized 145 domains and crypto linked to BidenCash, a dark web market accused of selling millions of stolen credit cards.

Hyperliquid leverage trader James Wynn has claimed the market is being manipulated against him after he was liquidated for 240 Bitcoin, worth $25 million.

The bill has seen contention online, but Satoshi Action Fund’s Eric Peterson says it updates the state’s unclaimed property laws so crypto doesn’t get liquidated.

An end to the “tariff sabre rattling” may see Bitcoin rallying to $120,000 this month, Swyftx lead analyst Pav Hundal tells Cointelegraph.

The SEC sued Keith Crews in 2023 alleging he ran a crypto fraud scheme, but he failed to answer the complaint, leading a judge to hand a default win to the regulator.

Moroccan police arrested Badiss Mohamed Amide Bajjou, who is accused of being one of the ringleaders behind a spate of recent crypto-related kidnappings in France.

The crypto exchange claims it is fully regulated, and the CFTC has jurisdiction over its sports contracts, not the state of Nevada.

Bitfinex analysts tell Cointelegraph that Bitcoin could surge next month if US job data turns out to be weaker than expected.

Ukrainian police claimed the man’s actions caused a server hosting company to suffer losses estimated at over $4.4 million.

The Foundation backing the Ethereum blockchain has laid out a new treasury policy to ensure it allocates resources efficiently while supporting its DeFi ecosystem.

Galaxy’s latest report shows crypto leverage fell overall, but structural shifts in DeFi, CeFi and treasury financing signal rising interdependence and hidden risk.  ( 26 min )

Your day-ahead look for June 5, 2025  ( 39 min )

13F filings show investment advisors dominate institutional crypto ETF exposure, with growing interest in ether alongside Bitcoin.  ( 25 min )

The spread between the spot price and the 50-day SMA continues to narrow in a sign of waning momentum.  ( 26 min )

The 3iQ Criptonite Multi-Factor actively managed certificate is a hedge fund that uses a long/short strategy.  ( 25 min )

Tesla CEO calls Trump’s spending package the ‘Debt Slavery Bill’.  ( 25 min )

Wrapped versions of the tokens represent the original assets and offer compatibility with Base's protocol and decentralized finance applications.  ( 26 min )

The Ripple-related token faces mounting bearish pressure amid technical breakdown and increased selling volume.  ( 29 min )

Meme token struggles to reclaim $0.19 threshold as bearish sentiment persists despite signs of potential recovery.  ( 28 min )

Creditors were banking on a promise to have their funds distributed in April 2025. That shifted further and now looks to be in indefinite territory again.  ( 26 min )

Bitcoin finds support above $105,000 amid short-term uncertainty, while altcoins stumble on regulatory caution.  ( 27 min )

Crypto derivatives are a much larger market than spot trading.  ( 24 min )

Left-leaning Lee Jae-myung won't change the nation's crypto policies, Hashed CEO Simon Kim said in an interview with CoinDesk  ( 31 min )

Mercedes Benz Malaysia just launched the AMG SL 63 S E Performance with a starting price of RM2,168,888. This model is the fifth model to feature AMG’s E Performance hybrid technology. For its hefty price tag, this car delivers a compelling blend of performance and design. Its elongated bonnet with pronounced power domes, short overhangs, […] The post Mercedes-AMG Launches The SL 63 S E Performance For Over RM2 Million appeared first on Lowyat.NET.  ( 36 min )

Infinix has officially launched its first AI ring in Malaysia. The ring, which is called the Infinix AI Ring, was initially unveiled in March along with the AI Buds as part of the brand’s AIoT ecosystem. Weighing 3.6g, the device was designed to be stylish as well as functional. The ring has a 5 ATM […] The post Infinix AI Ring Now Available For RM499 appeared first on Lowyat.NET.  ( 33 min )

Motorists utilising the Sungai Besi Expressway (also known as Besraya) should take note that scheduled road maintenance is currently underway, with works expected to be completed by 30 November 2025. According to Bernama, highway operator Besraya Sdn Bhd has revealed that lane closures would be carried out in stages in both directions of the highway. […] The post Sungai Besi Expressway (Besraya) Undergoing Scheduled Maintenance Until 30 November 2025 appeared first on Lowyat.NET.  ( 33 min )

vivo’s gaming sub-brand iQOO has been teasing the launch of the Neo 10 today, with the company also sharing items from the device’s spec sheet. Now, with the launch event behind us, we get the rest of the missing pieces, as well as confirmation of its asking price between its two available configurations. But as […] The post iQOO Neo 10 Now Official In Malaysia From RM1,999 appeared first on Lowyat.NET.  ( 34 min )

During Computex 2025, Jensen Huang, CEO of NVIDIA, announced that he was opening a second R&D Centre in the island country of Taiwan, known as Constellation. The office is obviously going to need to staff the office when it opens up, but more importantly, it’ll need people and engineers well-versed in AI. So, it comes […] The post NVIDIA Is Reportedly Poaching TSMC Engineers In Taiwan For R&D Centre appeared first on Lowyat.NET.  ( 34 min )

The Nissan Leaf was one of the pioneering models in the electric vehicle segment. In March, Nissan unveiled the third-generation Leaf, and on 3 June, the company released a three-part short video series offering more details ahead of its global launch later this month. In terms of design, the company claimed that it is anchored […] The post Nissan Unveils New Details On Next-Gen Leaf Model appeared first on Lowyat.NET.  ( 34 min )

Bank Muamalat has launched ATLAS, its Shariah-compliant digital bank. Positioned as Malaysia’s first fully digital Islamic bank, the new platform reflects Bank Muamalat’s push to redefine Islamic banking through technology and lifestyle-driven offerings tailored to Muslim consumers. ATLAS is developed in collaboration with Backbase, a global fintech company known for its AI-powered Banking Platform. Founded […] The post Bank Muamalat Launches ATLAS, Its Shariah-Compliant Digital Bank appeared first on Lowyat.NET.  ( 34 min )

Samsung announced that it is rolling out NVIDIA G-Sync Compatibility to its 2025 OLED TV lineup. The feature is the second anti-tearing technology to be made available on the brand’s TVs, the first being AMD FreeSync Premium Pro. “With the addition of NVIDIA G-Sync compatibility and our most advanced gaming features yet, Samsung’s 2025 OLED […] The post Samsung Bring NVIDIA G-Sync Compatibility To 2025 OLED TV appeared first on Lowyat.NET.  ( 33 min )

Tecno has officially unveiled its latest entry-level smartphone with the Spark Go 2 in Bangladesh. The successor to the Spark Go 1, it comes with a new design but essentially the same specs as its predecessor, with the exception of the improved durability and more RAM. The Spark Go 2 sports a similar 6.67-inch LCD […] The post Tecno Spark Go 2 Goes Official With 120Hz Display, 5,000mAh Battery appeared first on Lowyat.NET.  ( 33 min )

Tecno has officially unveiled its latest entry-level smartphone with the Spark Go 2 in Bangladesh. The successor to the Spark Go 1, it comes with a new design but essentially the same specs as its predecessor, with the exception of the improved durability and more RAM. The Spark Go 2 sports a similar 6.67-inch LCD […] The post Tecno Spark Go 2 Goes Official With 120Hz Display, 5,000mAh Battery appeared first on Lowyat.NET.  ( 33 min )

Samsung is reportedly planning on implementing an inactive Samsung account policy, which will see accounts that have been inactive for a certain period removed. According to SamMobile, the company has notified users that starting 31 July 2025, accounts that have not been logged into or used for 24 months will be considered inactive and thus […] The post Inactive Samsung Accounts To Be Deleted 31 July 2025 appeared first on Lowyat.NET.  ( 33 min )

HONOR has officially announced that its new 400 series is now available through postpaid contracts from four telcos. The lineup, made up of the 400 and 400 Pro that retail from RM1,899 and RM2,699 respectively, can be procured at low prices via selected plans from CelcomDigi, Maxis, U Mobile, and Yes. CelcomDigi CelcomDigi offers the […] The post HONOR 400 Series Now Available Through Postpaid Contracts appeared first on Lowyat.NET.  ( 34 min )

If you have been keeping an eye on Perodua’s electric car journey, things just got a lot more interesting. A video recently shared on the Malaysian Electric Vehicle Owners Club Facebook page shows the EMO likely during testing and parked at a charging station in Genting Highlands. As we reported before, the final prototype of […] The post Perodua EMO Spotted At Genting Highlands appeared first on Lowyat.NET.  ( 34 min )

Belkin has entered the gaming category by introducing officially licensed products for the newly launched Nintendo Switch 2 video game console. One that particularly stands out from the line-up is the new Charging Case accessory, which does exactly what its name implies. The Belkin Charging Case for Nintendo Switch 2 comes with an included 10,000mAh […] The post Belkin Introduces Nintendo Switch 2 Charging Case With Included 10,000mAh Battery appeared first on Lowyat.NET.  ( 34 min )

The Huawei Watch 5 was launched late last month, with a starting price of RM1,799. Despite the launch though, it was not immediately available, and interested customers could only place their pre-orders instead. Now, the smartwatch is readily available on store shelves, real and virtual. In case you missed it though, the Huawei Watch 5 […] The post Huawei Watch 5 Now Available In Malaysia From RM1,799 appeared first on Lowyat.NET.  ( 33 min )

ZTE has unveiled a new entry-level smartphone called the Blade A76 on its Bulgarian website. The listing reveals its design as well as most of its key specs, but some details such as its chipset and charging speed were omitted and have yet to be revealed. The successor to the Blade A75, the Blade A76 […] The post ZTE Blade A76 Unveiled With 5,000mAh Battery, IP54 Rating appeared first on Lowyat.NET.  ( 33 min )

Apple is expected to mainly focus on an operating system overhaul at this year’s Worldwide Developers Conference (WWDC), but it seems that AirPods might also get some attention at the event. According to a report by 9to5Mac, the company is working on a handful of features to be added to the audio products, including camera […] The post Apple AirPods May Get Camera Controls And Sleep Detection appeared first on Lowyat.NET.  ( 33 min )

Sony, via its PlayStation brand, has officially introduced its first-ever wireless fight stick, codenamed Project Defiant, designed specifically for PlayStation 5 and PC. Revealed during the June 2025 State of Play event, the controller promises ultra-low latency through the company’s PlayStation Link wireless connectivity technology. Project Defiant is equipped with a newly developed digital stick […] The post Sony Unveils “Project Defiant” Fight Stick For PS5 And PC appeared first on Lowyat.NET.  ( 34 min )

In the pursuit of variety, gaming peripheral brand Razer has made some pretty wacky mousepads. One example was the Firefly line, which was a pad that you need to plug in because it had RGB lighting. More recently, there’s the HyperFlux V2 which, in addition to serving its original purpose, also serves as a wireless […] The post Razer HyperFlux V2 Mousepad Charges Some Wireless Mice appeared first on Lowyat.NET.  ( 34 min )

AirAsia MOVE has unveiled a new aircraft livery as part of a launch campaign for the Online Travel Agency’s new slogan, “Travel More For Less”. The unveiling took place on Wednesday at Don Mueang Maintenance Center in Thailand, representing the agency’s commitment to the country as a core market. The new livery can be found […] The post AirAsia MOVE Unveils New “Travel More For Less” Slogan With Aircraft Livery appeared first on Lowyat.NET.  ( 33 min )

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Traditionally, Java developers have followed the same standard flow: write Java code, compile it to bytecode, and run it on the Java Virtual Machine (JVM). While this has worked well, it comes with trade-offs: slow startup, high memory usage, and a dependency on the JVM at runtime. Now, thanks to tools like Spring Native and GraalVM, we can compile Spring Boot applications into native executables, binaries that start in milliseconds and consume a fraction of the memory. This lets Spring Boot apps run as fast and light as Quarkus, without having to change to a different framework. In this article, I’ll explain what native compilation means, how it works, and why it makes a big difference for modern applications like microservices and serverless functions. Traditional Java Compilation (JVM-B…  ( 4 min )

This is a submission for the Postmark Challenge: Inbox Innovators. We often have come across this problem where we sign up for stuff and later wonder, "Why am I paying for this again?" and also we have so many bills paid via different payments apps and email is the only place where we get notifications from all these app payments. I built the Subscription & Purchase Intelligence Hub to fix that! Just forward your e-receipts (even PDFs!) and related email chats to one Hub address. AI figures out the financials: It uses OpenAI to grab the vendor, product, price, and category from your receipts. You can access the app live app here Forward all your bills and reciepts to postmtest06@gmail.com to analyse. Go to the Dashboard page You will see your financial summary categorised by month s…  ( 4 min )

A post by flo merian  ( 2 min )

Table of Contents Introduction What is Edge Computing? What is a CDN? How Edge Computing and CDNs Work Together 1. Ultra-Fast Load Times 2. Improved Reliability and Uptime 3. Personalized and Real-Time Experiences 4. Scalability and Security 5. Enhanced Mobile and Global User Experience Real-World Example: Live Streaming at Scale Getting Started: Practical Tips References Let’s Discuss! In 2025, users expect websites to load instantly—no matter where they are or what device they use. Edge computing and Content Delivery Networks (CDNs) are the secret weapons that make this possible. Let’s explore how these technologies work together to deliver lightning-fast, reliable, and personalized web experiences. Edge computing brings data processing and storage closer to the end user by leveraging…  ( 4 min )

Ever spent 20 minutes explaining your frontend structure to ChatGPT/Claude/Cursor, only to have it misunderstand what you're trying to build? Yeah, me too. Here's a tool that fixes this annoying problem. Picture this: You want to modify your component. Your typical AI conversation goes like this: You: "Can you help me style my navbar?" AI: "Sure! Can you share your navbar code?" You: *pastes 50 lines of JSX* AI: "What about the CSS?" You: *pastes another 100 lines* AI: "Where is this component used?" You: *explains folder structure* AI: "Can you describe what it currently looks like?" You: *tries to describe UI in words* AI: *generates code* You: "That's not what I wanted at all..." 20 minutes later, even after sharing everything, the AI still doesn't understand your vision and delivers s…  ( 4 min )

Let’s first look at Ward Cunningham’s definition of “first-class citizens”: If a programming language places no restrictions on the creation and use of a certain language element, and we can treat this syntactic element the same way we treat values, then we can call this syntactic element a “first-class citizen” in that programming language. Simply put, in Go, functions can be assigned to variables. A function can be passed as a parameter, used as a variable type, or as a return value. In kube-proxy, the function type makeEndpointFunc is defined, with corresponding implementations in ipvs, nftables, and iptables. type makeEndpointFunc func(info *BaseEndpointInfo, svcPortName *ServicePortName) Endpoint Although the implementations are different, by unifying the function type, we can instan…  ( 10 min )

Hey there! 👋 We’re Josh and Daniel — two friends, builders, and dreamers from Austin and Dallas, Texas. And for the next 30 days, we’re throwing ourselves headfirst into something wild, ambitious, and honestly… kind of life-changing. We’ve joined the World’s Largest Hackathon hosted by Bolt.new, and we’re building a mobile app called Story Hero — an AI-powered storytelling app that helps parents create personalized, safe, and meaningful stories for their kids. From May 30 to June 30, we’re competing alongside thousands of creators in a global challenge that’s rewriting the rules of building software. Bolt.new is a new kind of development platform that uses AI and low/no code tools to turn your ideas into apps — fast. Like, crazy fast. We’re talking days instead of months. It's not just a …  ( 4 min )

Have you ever wondered how you could isolate your application from external concerns, like which database to use? Or isolating it who is consuming your application? Domain-centric architectures, like the Ports and Adapters, allow you to achieve just that. The Ports and Adapters architecture, also known as Hexagonal architecture, was a concept started by Alistair Cockburn in 1994, but then officially written in his blog in 2005. Its intention is: Allow an application to equally be driven by users, programs, automated test or batch scripts, and to be developed and tested in isolation from its eventual run-time devices and databases. This connected to what we previously stated: isolating the business logic from everything external and that can be ever-changing. Our business logic is the money…  ( 5 min )

We're baaaaaack! Running through June 29, Frontend Challenge: June Celebrations will feature our beloved CSS Art prompt and a brand new prompt: Perfect Landing. Our theme is June Celebrations, designed to be all-encompassing and accessible as we celebrate everything from Father's Day to Juneteenth to Pride Month. There is so much worth celebrating this month - did you know June also hosts National Nail Polish Day, National Hazelnut Cake Day, and so many more fun and quirky events?! We can't wait to see what you share with us. As with all Frontend Challenges, there will be one winner per prompt. That's two chances to win bragging rights, a DEV++ membership, and an exclusive DEV badge! Read on to learn about our prompts. Draw what comes to mind for you when it comes to June celebrations. Co…  ( 4 min )

In a landscape where reasoning-focused LLMs often demand sky-high compute budgets and ultra-long context lengths, Fathom-R1-14B by Fractal AI stands out as an outstanding alternative. It is developed as part of the ambitious IndiaAI Mission to build the nation’s first Large Reasoning Model (LRM), and this 14B parameter model delivers state-of-the-art performance on Olympiad-grade mathematical reasoning tasks - all within a modest 16K context window and a shockingly low $499 post-training budget. Unlike models that rely on 32k+ token inference and massive fine-tuning pipelines, Fathom-R1-14B achieves scores of 52.71% on AIME25 and 35.26% on HMMT25, significantly outperforming comparable open-source models like o3-mini and Light-R1-14B. Moreover, it competes with proprietary giants like o4-m…  ( 6 min )

In the world of AI, especially with autonomous agents, one core idea gives them their abilities: the agent loop. If you've ever wondered how AI systems stay on track, adapt to changes, and keep moving toward their goals without constant human input, the answer lies in this loop. An agent loop is a cycle that enables an AI agent to keep working toward a goal. Think of it like a feedback loop in a smart assistant or a robot — a continuous process of observing, thinking, and acting. Here’s how the loop generally works: Observe (Gather Data) The agent starts by collecting fresh information. This could be from: Its memory Tools it can access (like APIs or search engines) Sensors (for physical agents) Logs or databases This step is about reading the world as it currently is, not as it was. Dec…  ( 4 min )

I had good days with celluloid back in 2019, on Linux Mint. I'd argue, it's still the king of video players available today. I will not forget the fluid frame updates when I held down right arrow key. Those who consume lots of movies on Linux, might resonate with me. Fast forward a year, I had to switch away from Linux, and move back to Windows on my laptop, and I had only one. But the memory of Celluloid struck with me, and I was no longer satisfied with VLC. I needed a better one, and I found one very close. It was called KM Player. Time passed. Life was happy with KM Player. Then I got a job. And I forgot about leisure time, so I had not touched it for straight six months. One day, as our team just delivered the project we were working on, we were granted 2 weeks of paid leave. That ni…  ( 5 min )

Most SEO guides are made for marketers. This one is different. After years building products that rank #1 and scale to millions in organic traffic, I decided to open-source the full system we use at Sqaleup Inc. where developers are in charge of performance, SEO, and discoverability from day one. 🚀 What’s Inside ✅ Technical SEO Foundation ✅ React/Next.js SEO ✅ Free SEO Tools Stack ✅ The IMAM Method (intent-based content) ✅ Performance-SEO Alignment 🧑‍💻 Who This Is For Frontend devs building public-facing products Full-stack devs managing site SEO Founders launching SEO-dependent MVPs Devs tired of waiting for the marketing team to “handle SEO” 📈 Results You Can Expect 300–500% increase in organic traffic 40–60% keyword ranking in Top 10 Sub-2s load times on SEO-heavy pages Dev workflows that don’t sacrifice discoverability 📖 The full guide is available here: https://github.com/Imam-Abubakar/ultimate-seo-guide Drop your biggest SEO dev pain in the comments, I’d love to help debug it.  ( 3 min )

If you're dealing with different currencies in your business, setting up a multi-currency feature is a complex process where errors can easily occur. A bad setup can lead to headaches for you and your customers. In this blog, you’ll learn about the dangers of a bad multi-currency setup and how you can solidify your multi-currency system for efficient cross-border payments using Flutterwave. A multi-currency setup allows a business to display prices and accept payments from customers globally. This is important for businesses looking to sell products or services to customers in different countries, allowing them to shop and pay in a familiar currency. With a multi-currency setup, customers can pay in their preferred currency, making shopping straightforward regardless of how prices are lis…  ( 8 min )

We are running FoundationDB with the official kubernetes operator. FoundationDB supports logical backups (with backup_agent) and disaster recovery (with dr_agent) through copying the database/streaming changes logically. It also supports binary backups through disk snapshots. In this blog post, we will describe how to make a backup of FoundationDB via backup_agent. The FoundationDB operator supports making logical backups via backup_agent, but it does not support running DR with dr_agent. We decided to run backup_agent as a separate deployment to allow a symmetric setup with dr_agent. In order to run the backup_agent pods, we will need a deployment. That deployment will need the following: Network level access to the FoundationDB cluster The cluster file to use. This is provided from the c…  ( 8 min )

When working with ASP.NET Core Identity, a set of default tables is automatically created to manage user authentication, roles, claims, and more. These tables are essential for implementing secure and flexible identity management in your application. Here's a breakdown of what each table does: AspNetUsers UserName Email PasswordHash PhoneNumber SecurityStamp, etc. Think of it as the main user profile table. AspNetRoles Each role is stored once and assigned a unique ID and name. AspNetUserRoles many-to-many relationship between users and roles. If one user is both an Admin and a Moderator, this table will contain two entries for that user. AspNetUserLogins external login provider like: Google Facebook Microsoft Twitter, etc. It includes the provider name, key, and associated user ID. AspNetUserTokens 💾 Contains tokens related to a user such as: Password reset tokens Email confirmation tokens Two-factor authentication tokens This helps manage temporary access scenarios securely. AspNetUserClaims For example: SubscriptionLevel = Premium Department = HR These claims are typically used for fine-grained authorization. AspNetRoleClaims 📄 Similar to user claims but tied to roles instead. Example: ✅ ASP.NET Core Identity Default Tables Summary Table Name Purpose AspNetUsers Stores user account info like username, email, password hash, etc. AspNetRoles Stores role definitions (e.g., Admin, User, Manager). AspNetUserRoles Maps users to roles (many-to-many relationship). AspNetUserLogins Stores login data from external providers (e.g., Google, Facebook). AspNetUserTokens Stores tokens for things like password resets, email confirmations, etc. AspNetUserClaims Stores custom claims assigned directly to users. AspNetRoleClaims Stores claims assigned to roles (users get these claims via role membership). If you found this helpful, consider supporting my work at ☕ Buy Me a Coffee.  ( 3 min )

5 Best Tax Secrets for Investing in Singapore RCR When investing in Singapore's RCRs, you'll want to leverage tax exemptions on distributed income and explore the benefits of tax treaties as a foreign investor. Enjoy the absence of capital gains tax, maximizing your returns without hefty deductions. Don't overlook investment expense deductions, which can drive tax efficiency. Finally, strategize the timing of your distribution receipts to align with your financial situation. Keep going, and you’ll uncover even more valuable insights! https://skyeatholland.officialsite.sg/contact/ can offer tailored advice specific to your situation, ensuring you tap into every possible deduction while staying compliant with Singapore’s tax regulations. Your investment success can truly benefit from these smart strategies! SKYE AT HOLLAND  ( 5 min )

Microsoft recently open-sourced NLWeb, a protocol for adding conversational interfaces to websites.1 It leverages Schema.org structured data that many sites already have and includes built-in support for MCP (Model Context Protocol), enabling both human conversations and agent-to-agent communication. The key idea: NLWeb creates a standard protocol that turns any website into a conversational interface that both humans and AI agents can query naturally. Currently, websites have structured data (Schema.org) but no standard way for AI agents or conversational interfaces to access it. Every implementation is bespoke. Traditional search interfaces struggle with context-aware, multi-turn queries. NLWeb creates a standard protocol for conversational access to web content. Like RSS did for syndica…  ( 7 min )

In the grand, ever-shifting landscape of software architecture, a silent quest perennially unfolds – a search for balance, for that elusive sweet spot where innovation can flourish without collapsing under its own weight. We, as creators of digital worlds, have journeyed from towering, singular strongholds to sprawling, interconnected metropolises. Yet, sometimes, the most profound answers lie not in the extremes, but in a thoughtful fusion of wisdom gleaned from all past endeavors. This is the story of the Modular Monolith, an architectural approach that offers a path to structured grace and sustainable growth. Once, in the nascent days of software development, and even persisting into much of its adolescence, the Monolith reigned supreme. Imagine a vast, ancient citadel, a single, imposi…  ( 8 min )

Introduction Managing tasks efficiently is crucial for productivity, whether you’re working solo or as part of a team. With the rise of artificial intelligence, modern AI-powered tools are transforming the way we approach task management. In this article, we’ll explore how AI tools can help you organize, prioritize, and complete your work more effectively. Effective task management helps you: Stay organized and focused Prioritize important work Meet deadlines Collaborate with others Reduce stress and overwhelm AI tools are making task management smarter and more intuitive by: Automating repetitive tasks: AI can automatically assign, schedule, and track tasks based on your habits and project needs. Smart prioritization: AI analyzes deadlines, dependencies, and workload to suggest what …  ( 3 min )

A couple of months ago, I attended Commit Conf, one of my favorite conferences in Spain (and I never get tired of saying it). Around 1,000 of us gathered (including 80 speakers) to talk about: Development (e.g., programming languages, databases, web & mobile development) User Experience design (e.g., UX/UI design, accessibility) Development practices (e.g., Agile and Lean methodologies, DevOps practices) Artificial Intelligence and data science (e.g., machine learning, LLMs, data science) Infrastructure (e.g., cloud computing, IoT) Information security and privacy (e.g., cybersecurity, data protection) And much more (e.g., power skills, blockchain, etc.). As expected... I loved the SWAG this year, the design was A MAP created with GitHub Commit contributions! (Amazing work 😍): Once a…  ( 7 min )

1. Logical AND (&&) Operator: The logical AND (&&) operator checks whether both operands are true. If both are true, the result is true. If any one or both operands are false, the result is false. // Check if both conditions are true let age = 20; let idProof = true; // Logical AND checks both conditions if (age >= 18 && idProof) { console.log("Allowed"); } else { console.log("Not Allowed"); } Output: Allowed The logical OR (||) operator checks whether at least one of the operands is true. If either operand is true, the result is true. If both operands are false, the result is false. // Check if at least one condition is true let age = 16; let hasGuardian = true; // Logical OR checks if either condition is true if (age >= 18 || hasGuardian) { console.log("Allowed"); } else { console.log("Not Allowed"); } Output: Allowed TheparseInt method parses a value as a string and returns the first integer. It accepts a string argument and optional radix parameter, defining the numeral system base. This method is commonly used for converting string representations of numbers into integers. Example: The method takes two parameters: the string to be parsed and the radix (optional, default is 10). 2 = binary, 8 = octal, 10 = decimal, 16 = hexadecimal. Syntax: parseInt(Value, radix); Parameters: Value: This parameter contains a string that is converted to an integer. radix: This parameter represents the radix or base to be used and it is optional. [Reference - geeksforgeeks] JavaScript provides several ways to execute a block of code repeatedly. These are called looping statements. Executes a block of code as long as a specified condition is true. Syntax: while (condition) { // code to execute } Example: let i = 0; while (i < 5) { console.log(i); // Output: 0, 1, 2, 3, 4 i++; }  ( 3 min )

A submission for the Postmark Challenge: Inbox Innovators Hey folks! 👋 I built an Email-based AI Assistant powered by FastAPI, Gemini, and Postmark. The assistant allows users to send an email and get an AI-generated response right in their inbox — just like magic 🪄. Here’s the workflow in simple terms: User sends an email ➝ Postmark receives it ➝ Webhook (FastAPI backend) is triggered ➝ Gemini processes the email ➝ Response is generated ➝ Reply is sent back to the user via Postmark 📧 Try it yourself: assistant@codewithpravesh.tech “Explain Postmark in brief” and within 30–60 seconds, you’ll get an intelligent reply — straight to your inbox. ▶️ Watch the full walkthrough below The project is open-source and available on GitHub: https://github.com/Pravesh-Sudha/dev-to-challenges The …  ( 5 min )

Hi. I'm not sure how this works but it said I could make a first post so here goes: How are you all doing? I joined this community (which looks awesome btw) in the hopes of learning more in regards to coding. I have some basic knowledge of coding languages like Python and HTML and have taken part in a hackathon once upon a time. Although I havent made any projects recently and I think thats something I need to work on so I'm going to try my best to do more of that. If you have a project that you're working on and dont mind someone with little to no experience in coding, do let me know. As what I lack in experience I make up for in enthusiasm, words of encouragement and memes. Hopefully if you do let me join your team we get some sort of work done. In all seriousness I plan on getting better at coding so I'll have more to offer. Also if you require a video editor, I am very confident in my video editing capabilities and have made a video for a Star Wars hackathon which I took part in last year (I'll put the video in my next post). Currently I'm self-studying Harvards CS50 intro to computer science and its very interesting. I hope to learn more and grow with you all. Thanks for making this community. P.S I'm a huge Naruto fan (hence my cover image/gif), its a topic I'm extremely knowledgeable about but unfortunately cant add to my CV. Maybe I'll make a Naruto inspired website one day😅  ( 4 min )

4 JUNE 2025 Today I bounced between code, concepts, and creative work, and somehow managed to enjoy every bit of it. 🧠 LRU Cache in C++ – Understood & Implemented I started the day by learning the implementation of the Least Recently Used (LRU) cache in C++. 🎒 0/1 Knapsack – DP | Completed Next up was the good ol’ 0/1 Knapsack Problem in Dynamic Programming. Finally wrapped up the implementation and variations. 💼 Portfolio Updates Later, I worked on improving my portfolio. 🌐 Computer Networks – 2 Chapters Down Signing Off Anisha 💗  ( 3 min )

No servers. No maintenance headaches. Just pure web magic. Here's how I created "https://www.cloudprojects.site/" using AWS services that scale automatically and never go down. The results will shock you. 👇 ❌ The Old Way (Traditional Hosting): ✅ The New Way (AWS Static Website): Why didn't I discover this sooner? Step 1: Domain Registration 🌐 Bought my domain from Hostinger **for **89/- INR. Simple interface. Competitive pricing. Step 2: S3 Bucket Creation 📦 Created an S3 bucket named "cloudprojects.site". Enabled static website hosting. Uploaded all HTML, CSS, JavaScript files. Pro tip: Make sure your main file is named "index.html" Step 3: CloudFront Distribution ⚡ Set up CloudFront CDN for lightning-fast global delivery. This serves my website from 400+ edge locations worldwide. …  ( 5 min )

El dia de hoy vamos a revisar el grupo de reglas administradas que existen dentro de Amazon Web Services del servicio de seguridad Web Application Firewall. Amazon ofrece este servicio nativo para proteger las cargas de trabajo, se puede realizar una integracion entre los siguientes servicios. CloudFront Distribución en Amazon API de REST de Amazon API Gateway Equilibrador de carga de aplicación AWS AppSync API GraphQL Grupo de usuarios de Amazon Cognito AWS App Runner servicio AWS Instancia de acceso verificado AWS Amplify AWS WAF es un firewall de aplicaciones web que permite revisar las peticiones http y https que se envian a sus aplicaciones o cargas de trabajo expuestas a internet. Este servicio tiene multiples beneficios y configuraciones, pero hoy vamos a revisar un conjunto de regl…  ( 8 min )

For a while we've had billboard data counting done in a hacky synchronous way in the controller itself. This has caused problems, so working on getting these into workers — where they should have been all along. I have this WIP pull request in motion if you want to follow along. It's just a draft with some stuff to be worked out. #21975 benhalpern posted on Jun 04, 2025 What type of PR is this? (check all applicable) [ ] Refactor [ ] Feature [ ] Bug Fix [ ] Optimization [ ] Documentation Update Description Related Tickets & Documents Related Issue # Closes # QA Instructions, Screenshots, Recordings Please replace this line with instructions on how to test your changes, a note on the devices and browsers this has been tested on, as well as any relevant images for UI changes. UI accessibility checklist If your PR includes UI changes, please utilize this checklist: [ ] Semantic HTML implemented? [ ] Keyboard operability supported? [ ] Checked with axe DevTools and addressed Critical and Serious issues? [ ] Color contrast tested? For more info, check out the Forem Accessibility Docs. Added/updated tests? We encourage you to keep the code coverage percentage at 80% and above. [ ] Yes [ ] No, and this is why: please replace this line with details on why tests have not been included [ ] I need help with writing tests [optional] Are there any post deployment tasks we need to perform? [optional] What gif best describes this PR or how it makes you feel? View on GitHub  ( 3 min )

When you think of Chicago, you likely think about deep-dish pizza or the blues. But nestled in the Village of Rosemont, just outside the city, lies another emblem of Chicago's layered complexity. The community that built the Village of Rosemont converted a factory and warehouse into what is today one of the most successful convention and tradeshow facilities in the U.S.A. It's here, in this logistical heartland of America, that PHP TEK 2025 unfolded.  This year marked the 17th installment of the premier event of the year for PHP enthusiasts, web development professionals, and companies. Over 150 members of the PHP community got together for three days of sessions, workshops, and a lot of honest conversations on where we are going with web application development.  Here are just a few highl…  ( 6 min )

Do you use custom earplugs? Jess Lee ・ Apr 10 #gear #tinnitus #discuss  ( 2 min )

Let’s be real: AI is everywhere in language learning right now, but most of it is lipstick on a broken system. Apps love to say “powered by AI” but what does that actually mean? Usually: A glorified chatbot that barely listens Auto-translation features you could get with Google Speech feedback that tells you nothing useful Static lesson plans with no adaptive logic They’re not solving the core problem: getting you confident in real conversations. The AI is passive—reactive at best. It doesn’t push you. It doesn’t correct you in meaningful ways. It doesn’t feel like you're speaking to someone who cares if you get fluent. At YAP, we’re doing it differently: AI conversation partners simulate real humans and nudge you out of your comfort zone. Feedback focuses on communication success, not robotic perfection. Your effort = rewards. Our system pays you in $YAP for showing up and speaking. Rewarding you for your effort and time. Good AI should feel like a partner, not a gimmick. It should make fluency faster, funnier, and a little bit uncomfortable—in the best way. The future of language learning isn’t just AI—it’s AI with incentives. — Team YAP www.goyap.ai  ( 3 min )

In tech, we talk a lot about interfaces. How users interact. How systems are separated by clean abstractions. We build our digital selves like we build UIs. Deliberately curated. Versioned. Deployed. But underneath all that, there is still the raw protocol. The human. The anxious. The tired. The trying. Some borders are not drawn in code. They are inherited in silence. This reflection explores this in a more poetic way. It touches on how identity becomes signal. How ego replaces empathy. How the space between people can start to feel like a firewall. Not political. Just honest. If you have ever felt visible but not seen, or competent but still questioned, this might resonate. It is not about fixing it. It is about noticing when it starts to feel like part of the architecture.  ( 3 min )

Introduction Regular expressions in Ruby represent one of the most powerful text processing capabilities available to developers. While many tutorials cover basic pattern matching, this comprehensive guide delves into advanced techniques, performance optimization strategies, and sophisticated use cases that push the boundaries of what's possible with Ruby's regex engine. Ruby's regex implementation is built on the Onigmo library (a fork of Oniguruma), providing extensive Unicode support, advanced features, and excellent performance characteristics. This article explores the depths of Ruby's regex capabilities, from meta-programming with dynamic patterns to building complex parsers and analyzers. Ruby's regex engine is based on Onigmo, which provides several key advantages: Backtracking w…  ( 10 min )

A post by Glenn Trojan  ( 2 min )

GM Folks Ever wanted to build something on the blockchain but felt overwhelmed by all the jargon? Yeah, me too. That’s why I decided to start small, real small with a fun little project: a "Buy Me a Coffee" dApp where people can send me ETH as a tip. (Because, let’s be honest, we all need more coffee and crypto in our lives.) This was my first full-stack Web3 project, and let me tell you. It was a wild ride. From wrestling with TypeScript to debugging weird MetaMask errors, I learned a ton. And now, I’m here to break it all down for you in a way that (hopefully) doesn’t make your brain melt. So grab your favorite drink (coffee, tea, or… ETH?), and let’s dive in! ☕ What the Heck Does This dApp Do? go full Web3 mode. That’s exactly what this dApp does. It’s a super simple Ethereum-based tip …  ( 5 min )

Being a developer isn’t just about writing code. Learning new frameworks Building side projects Balancing school, work, or life Trying to stay sane 😅 And if you’re working solo… it hits different. 🧩 “You’re the Developer, the Designer, the PM… and the Janitor.” You come up with an amazing idea. You start building it with full energy. Then life happens: 🎓 You’ve got exams. 📁 Welcome to the “Unfinished Projects” Graveyard That productivity app you started? That AI-powered tool you built 80% of? That portfolio redesign that looked 🔥 but still says “Coming Soon”? They’re sitting in a folder. You swear you’ll finish them “soon.” Every developer has that folder. 💭 So… Why Are We Doing This Alone? What if we: Paired up with others in the same boat? Shared unfinished ideas and built them together? Had spaces where devs could jump in and contribute, no judgment? Imagine an ecosystem where developers hand off projects like relay runners, instead of dropping the baton when life gets hectic. 🧪 Real Talk From Me I was building an AI-powered README Generator. Now it sits there, waiting. And I can’t help but think — if another dev saw the value in it, why not let them take it across the finish line? 🤝 Maybe It’s Time We Collaborate More Sharing half-done projects Asking for help before burnout Building with people, not just for people It doesn’t make you less of a developer — it makes you a smarter one. ✍️ P.S. I might open-source my README Generator soon. If AI + productivity is your jam, ping me. 🧠 What About You? 💬 Drop your thoughts in the comments: What stops you from finishing projects? Is it burnout? Impostor syndrome? Overwhelm? Do you struggle with motivation, feedback, or just too many ideas? Let’s build a thread of real, raw dev problems — and maybe we can find solutions together. 🗣️ Let’s Start Something Together And who knows? We might just start something awesome together.  ( 4 min )

Photo created using Canva AI “The best way to learn is to build. The smartest way to build is to ask questions.” It’s 2025 — and the tools available to beginner developers have never been better. Whether you're building your very first webpage or brushing up on the basics, you don’t have to do it alone. With HTML, CSS, and JavaScript, you can bring your ideas to life on the web. And now, with AI by your side, the learning process becomes more powerful than ever before. It’s tempting to skip ahead to shiny frameworks and drag-and-drop tools. But if you want: Confidence in your code, Creative freedom, The ability to debug and build from scratch… …then learning HTML, CSS, and JavaScript is the foundation that will carry you through your entire dev journey. Knowing the why behind how a …  ( 5 min )

Looking for a minimal, vintage-style vibe for your setup? Fliqlo is a clock screensaver for Mac & Windows that turns your screen into a stylish flip clock—clean, elegant, and perfect for focus. ✨ Why You’ll Love It: ✔️ Simple & sleek design ✔️ Customizable size and 12/24hr format ✔️ Great for desk setups, studios, or ambient workspaces 🔗 Download it here: fliqlo.com Bring back the retro feel—one flip at a time. 😌🖥️  ( 2 min )

In our previous article, we implemented a client-side image upload functionality using React. Now, it's time to build out the server-side infrastructure to handle these uploads effectively. In this tutorial, we'll create a backend system that not only receives and stores images but also manages their metadata and serves them back to our application. We'll cover setting up file storage, integrating with a database to track image information, and creating endpoints that return essential image data like storage locations. Let's dive into building a complete image management system with Node.js. So, what is the idea? Ok, we will create a separate route that will accept the image, send the file to the storage, and then return some data about that file to the frontend. On the frontend, we will g…  ( 8 min )

In post-exploitation scenarios, few objectives are as valuable as gaining access to the Local Security Authority Subsystem Service (LSASS). Responsible for enforcing security policies and handling authentication on Windows systems, LSASS maintains sensitive data such as passwords, NTLM hashes, Kerberos tickets, cached credentials, and LSA secrets—all in memory. This makes it a goldmine for red teamers and attackers seeking to escalate privileges or move laterally across a compromised network. Understanding how LSASS works, the protections it’s wrapped in, and the techniques to extract data from it using Python gives red teamers not just a powerful tool, but also a clearer view of how defenders might detect or block such attempts. Each time a user logs into a Windows system, LSASS plays a k…  ( 5 min )

In today’s data-driven world, traditional relational databases (SQL) are no longer the only solution for storing and managing data. NoSQL databases have emerged as a powerful alternative, offering flexibility, scalability, and high performance for modern applications. This article explores the fundamentals of NoSQL databases, their key advantages, and the different types available. We’ll compare NoSQL with traditional SQL databases, discuss when to choose NoSQL, and provide practical recommendations for implementation. By the end, you’ll have a clear understanding of how NoSQL can benefit your projects. Table of Contents NoSQL vs SQL: Relational and Non-Relational Databases https://hostman.com/blog/nosql-databases-explained/  ( 3 min )

Using cargo expand to Understand Macros in Rust Macros in Rust are a powerful way to write concise, reusable, and performant code. Whether you're using #[derive] macros to generate boilerplate code or procedural macros to transform syntax trees, macros can feel like magic. But as with any magic, understanding what's happening behind the curtain is essential for debugging and mastering them. Enter cargo expand. This amazing tool lets you peek into what macros generate, making it easier to understand their behavior and debug unexpected issues. In this blog post, we'll explore how to use cargo expand effectively to demystify macros, with plenty of practical examples and tips. cargo expand is a Game-Changer for Macro Debugging Rust macros operate during compile time, transforming your code…  ( 6 min )

We all know AI is no longer just assisting us, it’s actively shaping how developers write code. So lets start the battle between Vibe Coding and Agentic Coding. Both are powered by AI, but approach the development process very differently. Let’s break it down 👇 What Is Vibe Coding? Vibe Coding is all about the developer’s flow. It’s a collaborative process where AI acts as an intelligent assistant, helping you build faster and with fewer interruptions. ✅ Key traits: Prompt-led, not prompt-dominated. Dev remains in control; AI supports ideation and structure. Works best for rapid prototyping, MVPs, small tasks, or ideation. Tools: ChatGPT, GitHub Copilot, Cody, CodeWhisperer. ✅ Common vibe coding workflow: Start with a rough idea Prompt AI to scaffold or refine Iterate quickly, ask fol…  ( 4 min )

There's a satisfaction that comes with creating that is so hard to explain, Ofcourse it's different for everyone; Is it the excitement that comes with chasing an idea or the exploration and eventually shaping it into something real. It is not just about the finished product, it's the late-night rabbit holes, the unexpected research that comes along the way, the small "aha" moments that make you want to keep showing up But sometimes, without warning, that joy disappears! Ever been in a situation where you feel overly excited about a new idea, then out of excitement you decided to share the idea with a friend and they weren't as excited about it as you were? Or only for them to nod nicely and say "Niceeeee" Or in a similar situation where they are as excited but they gave you a detailed anal…  ( 6 min )

Building an AI-Powered Git Commit Message Generator As developers, we've all been there - staring at the terminal trying to come up with a meaningful commit message. What if AI could help us with this daily task? Writing good commit messages is crucial for: Code maintainability Team collaboration Project history tracking Code reviews But it's often overlooked or done hastily. I built GCommit, an AI-powered tool that generates professional commit messages using Google Gemini AI. [Continue with technical details, code examples, and usage...] GitHub: https://github.com/GhufranBkri/gcommit  ( 3 min )

Figma: The Collaborative Powerhouse for UI/UX Design Teams Figma is still the top dog when it comes to design platforms that let teams work together easily. It's all cloud-based, which is a big deal. Unlike old-school desktop apps, Figma lives right in your browser. That means no more sending files back and forth or getting confused about which version is the latest. It's changed how UI/UX teams get things done. Why Professional UI/UX Designers Choose Figma in 2025 Designers are really into Figma because it's a one-stop shop for everything design-related. They've got some cool new stuff in 2025, like Figma's AI-driven tool called First Draft. It uses AI to make design drafts based on your basic ideas. It can whip up layouts, pick fonts, and choose color schemes that fit your project's styl…  ( 6 min )

Hey everyone 👋 If you’ve just installed Ubuntu (or any Linux distro) and found yourself wondering, “Where are all the apps?”, this post is for you. When I first dipped into Linux, I thought I’d have to give up the convenience of familiar tools like Word, Photoshop, or iTunes. But Ubuntu surprised me — it’s packed with open-source software that works just as well (sometimes even better). Let me break it down for you 👇 Most of the tools you’ll use on Ubuntu are open-source. That means: They’re free ✅ You can inspect the code ✅ You can tweak or contribute if you want ✅ But more importantly for us as users: you’ll find a Linux alternative for almost every app you’re used to on Windows or macOS. Let’s explore some of them: Linux App What It’s Like (Windows/macOS) Function LibreOffice M…  ( 4 min )

📢 Introduction Have you ever been at a social gathering and introduced yourself as a cloud engineer, or answered the classic question, "What do you do?", only to be met with puzzled looks and the inevitable follow-up: "What do cloud engineers actually do?" You're not alone. Many people are curious about the cloud and what cloud engineers really do. In simple terms, cloud computing is like renting a super-powerful computer over the internet. Instead of owning and maintaining physical hardware, businesses use resources provided by cloud providers like AWS, Azure, or Google Cloud. But what does a cloud engineer do in this vast digital world? Let’s break it down step by step. Cloud computing is the on-demand delivery of IT resources over the internet with pay-as-you-go pricing. Think of i…  ( 5 min )

AI Travel Planner AI Travel Planner app built with Next.js 15, Tailwind CSS, Prisma, Open AI, and Clerk. Features include user sign-up, sign-in, generating travel plans, viewing all travel plans, and deleting trips. Open to contributions during development. Clone the repository: git clone https://github.com/saidMounaim/travelplan.git npm install Create a .env file: NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY= CLERK_SECRET_KEY= NEXT_PUBLIC_CLERK_SIGN_IN_URL=/sign-in NEXT_PUBLIC_CLERK_SIGN_UP_URL=/sign-up NEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL=/ NEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL=/ WEBHOOK_SECRET= DATABASE_URL= HERE_API_KEY= OPENAI_API_KEY= Next.js 15 TailwindCSS TypeScript Shadcn/ui Open AI Clerk All kind of contributions are welcome, please feel free to submit pull requests.  ( 3 min )

Ever wondered how we went from simple HTML pages to owning digital assets on the blockchain? Let's take a journey through the three eras of the web and explore what makes Web3 so revolutionary. Before diving into the web evolution, here's a fun fact: the internet was born from Cold War paranoia! In the 1960s, the U.S. Department of Defense's ARPA created ARPANET — a communication network designed to survive nuclear attacks. The irony? What started as a military defense system became the foundation for cat videos and memes. 💡 Did you know? The first ARPANET message was sent on October 29, 1969, between UCLA and Stanford. It was supposed to say "LOGIN" but crashed after "LO" — technically making the first internet message failed attempt! Timeline: Early 1990s - 2004 Core Traits: Read-only, …  ( 5 min )

O que é DNS O Domain Name System (DNS) é a lista telefônica da Internet. O DNS converte os nomes de domínio (legíveis por humanos, como www.google.com) em endereços IP (que os computadores usam para se comunicar). Cada dispositivo conectado à Internet tem um IP único que as outras máquinas usam para localizar o dispositivo. Os servidores DNS eliminam a necessidade de humanos terem de memorizar endereços IP. Recursor de DNS: O recursor é responsável por fazer solicitações adicionais para atender à consulta de DNS do cliente. Pode ser imaginado como uma bibliotecária que foi solicitada a procurar um livro específico. Servidor raiz: Primeira etapa da tradução (resolução) do host. Pode ser imaginado como um índice em uma biblioteca que aponta para as estantes de livros. Nameserver TLD: P…  ( 4 min )

There was a time—not so long ago—when artificial intelligence seemed like mere imagination, distant and futuristic. Yet today, AI weaves through our lives effortlessly, unseen but essential—from predicting our typing habits to steering self-driving cars. AI is no longer confined to labs or closely guarded corporations; instead, it is blossoming in open, collaborative spaces. At the heart of this transformation lies open-source AI , a dynamic movement transforming how we innovate, share knowledge, and build technology together. This isn't just a technological shift—it's a cultural movement, built upon transparency, inclusivity, and an unwavering belief that breakthroughs should benefit all. Traditionally, advanced AI technologies were locked behind proprietary walls, accessible only to larg…  ( 6 min )

While DEV.to is typically a space for backend architecture and performance optimization, this discussion bridges that world with another deeply technical arena: algorithmic trading. Specifically, we’re talking about latency—the type that separates profitable execution from missed opportunity. Whether you're writing trading bots, building dashboards, consuming exchange APIs, or handling transaction relays, this is a backend performance layer you cannot ignore. In trading, timing is execution. The difference between spotting an arbitrage opportunity and capturing it often comes down to milliseconds. A system can detect a price inefficiency across platforms, but if your transaction arrives a fraction of a second after someone else’s, it’s irrelevant. First arrival wins. Everyone else provides…  ( 4 min )

PostgreSQL limits tuple sizes to a quarter of the block size, generally capping at 2KB. In document data modeling, where documents represent business transactions, sizes often exceed this limit. Storing entire transaction documents as a single JSONB can lead to compression and splitting via TOAST (The Oversized-Attribute Storage Technique). While this is suitable for static documents that are infrequently accessed, it is less optimal for queries on documents. Let's take an example to detect this antipattern of using PostgreSQL as a document database. I create a user profile table similar to the previous post, but adding a bio field with large text: create table users ( id bigserial primary key, data jsonb not null ); INSERT INTO users (data) SELECT jsonb_build_object( 'name', '…  ( 6 min )

Managing remote teams isn’t about checking boxes. It’s about enabling people to build, ship, and support software without friction. Developers don’t want fluff. They want tools that work. In 2025, that means choosing tools that cut noise, centralize communication, and sync with code. Remote teams live in different time zones. They use Slack, GitHub, and Google Docs. They code during sprints and debug on-call. When teams don’t share office space, traditional tools fall short. What works in a conference room breaks on Zoom. Developers need: Clear task visibility Fast, async communication Source control integration Lightweight documentation Minimal context switching Tools that miss these points? Dead weight. Teamcamp is a remote, developer-friendly project management platform designed to stre…  ( 5 min )

Persona 4 Remake Is Apparently Happening, As Voice Actor Confirms He's Not Coming Back For It - IGN The long-rumored remake of Persona 4 is looking very real, as a voice actor from the original Persona 4 cast says they weren't brought back for the unannounced game. ign.com  ( 2 min )

Sony’s State of Play lands tomorrow Get ready for a 40+-minute PS5 showcase on June 4 (2 PM PT/5 PM ET/11 PM CEST) where Sony promises “news and updates on must-play games from creators across the globe.” Expect fresh digs at Sucker Punch’s Ghost of Yotei, Insomniac’s Wolverine and sneaks from first-party studios like Sony Santa Monica, Guerrilla’s live-service Horizon spin-off, Bend Studio, plus Bungie’s Marathon (despite recent drama), Fairgame and the new teamLFG project. What else might pop up? Sony could flash external titles it’s publishing (think Phantom Blade Zero) or surprises from other global partners. In short: trailers, announcements and a deep dive into the PS5’s must-watch lineup.  ( 3 min )

TL;DR: Tel Aviv University archaeologists Miki Ben-Dor and Ran Barkai argue that early humans (mostly Homo erectus) first harnessed fire not primarily for cooking but to guard huge kills (think elephants, hippos) from predators and to smoke-dry the meat, extending its edible shelf-life. By examining nine prehistoric sites (1.8–0.8 Mya) worldwide—each rich in big-game bones—and ethnographic parallels, they show that the enormous caloric payoff of preserved mega-meat justified the effort of collecting and tending fires. Once fire was routinely available for preservation, roasting foods (evidenced by fish bones ~800 kya) would’ve been a no-brainer “bonus.” This fresh take, published in Frontiers in Nutrition, slots neatly into the duo’s broader theory that early humans’ behaviors largely revolved around hunting large animals and adapting as their sizes—and availability—waned.  ( 3 min )

AI agents are becoming the brains behind modern apps (handling decisions, calling tools, and generating smart responses in real time). But building these agents at scale requires a solid framework. In the past three months, TWO powerful AI agent development frameworks have been released: AWS Strands Agents Google Agent Development Kit (ADK) In this post, we’ll explore what the AWS Strands Agent is and how you can build an end-to-end app using Strands, Nova, FastAPI, and a Streamlit UI. Whether you’re curious about how agents actually work or looking to build one yourself, this is your starting point. What is AWS Strands Agents? Motivation: Why Use an Agent Framework? Agent Loop Installing Libraries & Reaching LLM Model Application Code Demo Conclusion References Strands agent is an ope…  ( 6 min )

Mainframes Won’t Save Us - Debunking the Comfort Narratives Around Gen-AI Why six comforting beliefs about AI are blinding us to the economic collapse already underway. buildingbetter.tech  ( 2 min )

Steve Carell Talks AI Fears and Dark New Film ‘Mountainhead’ Steve Carell is worried about AI. In a recent chat, he said the rise of artificial intelligence scares him, especially when it comes to art and creativity. “I voicefilm.com  ( 3 min )

"ChatGPT is amazing, but how do I integrate this into my own app?" - How many developers have heard this question... LLMs changed our lives, no doubt about it. Since ChatGPT came out, everyone sees incredible possibilities. But let me tell you the truth as a developer: Using this power in our own applications is way harder than we thought. Most of us go through the same cycle. First there's excitement: "I have an amazing AI idea!" Then quick start: We do API integration, simple examples work, everything looks good. But when real users come... that's when everything gets complicated. Code becomes unmanageable, every new feature breaks old code, debugging becomes a nightmare. Did you go through this cycle? You're not alone. When you look at AI development with the traditional approach, it lo…  ( 10 min )

The project is divided into three active branches: frontend – for the UI/UX and Web3 integration contract – for the Solidity-based smart contracts and deployment infrastructure main – for merging, full-stack integration, and release management 🖥️ Frontend Branch Key Milestones ✅ Add Leaderboard & Profiles: Display real-time participant stats and performance. ✅ Google & Social Login: Full integration of Google and wallet-based authentication for both Web2 and Web3 users. ✅ Web3Auth Modal & AA Login: Smooth Web3-native authentication using Web3Auth, compatible with account abstraction. ✅ Smart Contract Integration: Functional front-end logic tied into deployed smart contracts for challenge management. ✅ Dynamic Components & Dashboard Updates: Modular layout for dynamic display of fitness ch…  ( 4 min )

The best translation API you could choose is one that not only is robust with multiple API calls, but also adds value to your app with layers of security for your users. Most cloud translation API's don't provide your app with enough security - and this is needed now more than ever in the age of growing cybersecurity threats. While you can find several cloud translation platforms that run translations through a secure connection (HTTPS), this alone doesn't quite make the cut for user data security in today's world. The best translation API you could choose will do more than use HTTPS protocol. If you read the Terms of Use for a translation API and it makes you think twice, we suggest you consider shopping around for other translation API's. Pairaphrase is one of the better translation APIs…  ( 5 min )

Hello. So here’s what happened. I recently found out — almost accidentally — that I had summer vacations. Not the planned kind with beaches and iced tea, but the kind that sneaks up on you and leaves you staring at the wall asking, “Now what?” Naturally, I had two options: waste time or waste time in a way that looks productive. I chose the latter. That’s how I stumbled into setting up Neovim. If you don’t know what Neovim is… well, don’t worry, you’re probably happier that way. But if you’re curious (or just here for the chaos), let me walk you through how I went from zero to semi-obsessed with a glorified terminal text editor. So here’s the thing — I recently started learning Go (aka Golang, aka "Google’s gift to minimalists"), and while going through a couple of tutorials, I noticed som…  ( 12 min )

This is a submission for the Postmark Challenge: Inbox Innovators. Ritsu-Pi EmailOps is a lightweight homelab automation system that lets you control Docker containers and monitor system health entirely via email. You can send natural language commands like: Subject: Check system metrics And Ritsu-Pi will execute the request, send a structured reply, and leave a secure audit trail — all powered by Postmark’s Inbound Webhook API and an agentic AI using Semantic Kernel. It’s designed for privacy-minded or remote homelab users who want a secure, script-free ops layer that works over a protocol they already trust: email. Real time demo sending and receiving email. The receive part is a bit slower because I used ProtonMail Bridge and Thunderbird. Below is some examples of emails sent via Po…  ( 5 min )

I'm excited to introduce CORS Headers Explained, an all-in-one resource that explains CORS headers with usage examples, common errors, and solutions. If you've ever been confused by CORS errors or struggled to implement CORS correctly, this resource is for you. Understanding CORS headers is essential for modern web development, but the official documentation can be overwhelming and scattered. Many developers know they need to set CORS headers but aren't sure which ones to use or how they work together. CORS Headers Explained aims to simplify this by providing a clear, structured guide to every CORS header you need to know. Our resource covers every CORS header you need to know: Complete Header Reference: Explanations of all CORS headers including Access-Control-Allow-Origin, Access-Control-Allow-Methods, Access-Control-Allow-Headers, and more. Practical Code Examples: Implementations examples for server and client-side code for every header. Common Error Solutions: Clear solutions for errors and fixes for the most frequent CORS issues. Each header page includes syntax examples, usage examples, common error solutions, and related headers to help you understand how everything fits together. Whether you're setting up CORS for the first time, debugging a tricky preflight request, or need to understand what each header does, CORS Headers Explained is your go-to reference. It's perfect for both beginners learning CORS fundamentals and experienced developers who need quick answers. Visit CORS Headers Explained! Source code is available on GitHub.  ( 3 min )

InstaAnalyzer: An AI Instagram Analyst Powered by PHP, Neuron AI and Bright Data 📸 Raziel Rodrigues ・ May 19 #devchallenge #brightdatachallenge #ai #webdata  ( 2 min )

HTMX + AI = Lightning-Fast, Hyper-Personal Web Apps DCT Technology Pvt. Ltd. ・ Jun 4 #webdev #htmx #ai #javascript  ( 2 min )

The other day, I was debugging Colorado, a toy project of mine written in C# with Gtk#. Oh, boy, Gtk, the underlying graphic toolkit framework. Most of the times I'm more writing code that I struggle to make it compile than anything else. For instance, I still don't know what an AccelGroup is intended for (apart from the obvious meaning), or what it is used for in order to program keyboard accelerators (like Ctrl+O). Anyway, you have to create one because you need an AccelGroup for your accelerators, no matter what (yeah, I know what the documentation says, but AFAIK, you cannot get the AccelGroup for your app). It's like Gtk has a lot of power, but instead of creating a two-level API (one for the most common case, and another for low-level access), it only has those low-level calls. To ma…  ( 4 min )

A post by Avinash Vagh  ( 3 min )

Exploring the Intersection of Functional and Object-Oriented Programming in JavaScript The journey of JavaScript has transformed it from a simple scripting language to a robust platform that supports multiple programming paradigms, most notably Functional Programming (FP) and Object-Oriented Programming (OOP). This article aims to provide an exhaustive exploration of how these paradigms intersect in JavaScript, emphasizing the historical context, technical nuances, implementation strategies, performance considerations, and potential pitfalls. JavaScript was born in 1995 through the vision of Brendan Eich. Originally designed as a lightweight programming language for interactivity within web browsers, it showcased an event-driven, object-based programming style. Initially, JavaScript (th…  ( 6 min )

I’m a total dark mode fan. It’s the first thing I switch on whenever I get a new device. Modern browsers finally play nice with dark mode out of the box. So I think it’s time to bring that sleek, eye-friendly aesthetic to the web! Demo | Code A solid dark mode starts with respecting user preferences: :root { color-scheme: light dark; --accent: light-dark(#0d47a1, #ffb300); --canvas: light-dark(#ffffff, #212121); --text: light-dark(#212121, #dcdcdc); } First, we define the color-schemes the page can be rendered in. This ensures that scroll bars, form controls or other user interfaces provided by the browser conform to the specified scheme. In our case, we want the page to support both light and dark modes. Order matters — if the user has no preference, the browser will default to …  ( 6 min )

Top 10 Open Source Cursor Alternatives for Developers in 2025 Emmanuel Mumba ・ Jun 3 #webdev #programming #javascript #ai  ( 2 min )

I Just Saved 20 Hours a Week With This One Privacy Trick (And You're Probably Making the Same Mistake I Was) You know that moment when you're deep in flow state, crushing a complex feature, and then someone taps you on the shoulder... "Hey, we need to talk about our cookie consent." Suddenly you're drowning in GDPR articles, trying to figure out which cookies need consent, writing legal-sounding text that makes zero sense, and your beautiful code sits there... waiting. I used to think privacy compliance was just another annoying checkbox. Then I realized it was eating 20+ hours of my week. TWENTY HOURS. That's half my productive coding time gone. Then my colleague mentioned something that blew my mind: "What if AI could just... handle all this privacy stuff for you?" I laughed. AI for c…  ( 5 min )

This is a submission for the Postmark Challenge: Inbox Innovators. Mail-minders is a fully email-based task reminder system — no apps, no dashboards, just your inbox. Users interact with Mail-minders entirely through email: Send an email with subject START to get onboarding instructions. Compose an email with the subject ADD, using the format provided in the onboarding email, to submit your task reminders. Mail-minders automatically reminds users of pending tasks. Users can mark tasks as complete or add new ones by replying to reminder emails. Send an email with the subject LIST to get a snapshot of all your current tasks. Send ANALYZE to receive a visual summary (bar and pie charts) of your categorized tasks. Try it out: Just shoot out an email to reminders@mailminders.tech with the subj…  ( 4 min )

Here’s your improved blog post with a clear explanation and practical example of useState, making it even more helpful and approachable for readers: As I dove deeper into React development, I often found myself puzzled by how state management works in functional components—especially when dealing with complex data types like arrays and objects. I wrote this post to share what I’ve learned about using the useState hook effectively, and to help you avoid common pitfalls that can trip up even experienced developers. If you’re looking to write cleaner, more efficient React code, this guide is for you! Setting a cover image helps your post stand out on the home feed and social media! React’s state is a powerful way to store and manage data within your components. In class components, you might …  ( 5 min )

Decision trees are one of the most intuitive machine learning algorithms - they mirror how humans naturally make decisions. But after diving deep into implementing my own decision tree algorithm, I discovered several critical pitfalls that can completely undermine your model's effectiveness. Here are the key lessons learned that will save you hours of debugging and poor performance. The Mistake: Processing your data in batches and building separate trees for each batch. Why It's Wrong: Decision trees need to evaluate ALL available data at each split to find the optimal decision boundary. When you only use a subset of your data, you're making suboptimal splits based on incomplete information. What to Do Instead: Use your entire dataset for training (memory permitting) If memory is limited, …  ( 5 min )

After learning a lot from my first attempt at NDVI processing (where just about everything went wrong), I built a clean, working NDVI pipeline using Python. This post walks through how I calculated and visualized NDVI over the Pohjois-Savo region in Finland using Landsat 8 data. NDVI stands for Normalized Difference Vegetation Index. It’s a widely used metric in remote sensing that helps identify healthy vegetation using the difference between red and near-infrared (NIR) light reflected by surfaces. The formula: NDVI = (NIR - Red) / (NIR + Red) Higher NDVI values generally indicate denser, healthier vegetation. Landsat 8 Surface Reflectance data from USGS EarthExplorer Band 4 = Red Band 5 = Near Infrared (NIR) Python Libraries: rasterio (for raster data) geopandas (for shapefiles/geo…  ( 6 min )

Reporting and Documentation: A Cornerstone of Software Development Introduction: Effective reporting and documentation are crucial for successful software development. They facilitate communication, knowledge sharing, and maintainability throughout the software lifecycle. Comprehensive documentation ensures that projects are understood, maintained, and scaled efficiently. Robust reporting provides insights into progress, identifies bottlenecks, and allows for informed decision-making. Prerequisites: Before embarking on reporting and documentation, several prerequisites must be met. These include establishing clear goals and objectives, defining target audiences (developers, testers, clients), selecting appropriate tools (e.g., wikis, version control systems, reporting dashboards), and …  ( 3 min )

Originally published at https://www.nocobase.com/en/blog/nocobase-1-7-0. Role Union is a permission management mode. According to system settings, system developers can choose to use Independent roles, Allow roles union, or Allow roles union, to meet different permission requirements. Reference: Role Union The original verification code feature has been upgraded to a comprehensive verification management system, supporting multiple authentication methods (such as TOTP). The system also supports two-factor authentication (2FA), which requires an additional verification step during login, on top of the password, significantly enhancing account security. Reference: Verification Two-Factor Authentication TOTP Authenticator Template printing now supports dynamic image and barcode rendering. …  ( 4 min )

Over the past year, I’ve been self-studying XS and have now decided to share my learning journey through a series of blog posts. This eighth post introduces you to Perl regular expressions in XS. We should all know what a regular expression is? But if you don’t, here’s a quick refresher: A regular expression (regex) is a sequence of characters that forms a search pattern. They can be used for string matching, searching, and manipulation. Regular expressions are widely used in programming languages, including Perl, to perform complex text processing tasks. In Perl regular expressions can be precompiled and executed using the 'qr//' operator, which allows you to create a regex object that can be reused multiple times. This is particularly useful for performance when the same regex is used re…  ( 8 min )

If you've been searching for a powerful, open-source text-to-speech (TTS) model that doesn't compromise on quality or flexibility, Chatterbox might just blow your mind. Developed by Resemble AI, Chatterbox is the first production-grade TTS model that’s not only free to use but also outperforms industry giants like ElevenLabs in direct listening tests. It is built on a 0.5B Llama backbone and trained on an impressive 500,000 hours of cleaned speech data, and this model delivers ultra-stable, high-fidelity speech synthesis with remarkable control. Its standout feature - Emotion exaggeration and intensity control, allowing creators to fine-tune the expressiveness of generated voices, something never before seen in the open-source landscape. If you're designing interactive AI agents, adding em…  ( 7 min )

The rise of Hyvä Theme Development has changed how Magento works, giving developers a lightweight and fast way to build websites. Unlike older Magento themes that use tools like Knockout.js, Hyvä uses Alpine.js and Tailwind CSS to make the process simpler for developers. Creating custom features that work well with the Hyvä theme can be both hard and rewarding for Magento developers. This blog talks about how to create custom Magento features that fit with Hyvä, highlighting easy steps, helpful tips, and ways to solve common problems. Whether you are an experienced Magento developer or just starting with Hyvä, this guide will help you understand Hyvä theme development and make sure your features work well with this new theme. Hyvä is a big improvement for building websites with Magento. It…  ( 8 min )

In today’s digital-first world, data is more than just numbers—it’s the currency of trust. Organizations that prioritize data protection are not only complying with regulations but also laying the foundation for sustainable growth, customer confidence, and innovation. Let’s break down how treating data protection as a strategic asset—not just a technical requirement—can drive real business value. Customers are more likely to engage with companies that visibly commit to safeguarding their personal data. Whether you're a SaaS startup, e-commerce business, or global enterprise, your data ethics matter. 🔐 Trust = Loyalty enhances customer loyalty and strengthens retention. When users feel safe, they stick around. Regulatory frameworks like GDPR (EU), CCPA (California), and HIPAA (US Healthcar…  ( 4 min )

Before we dive into the details, here’s the TL;DR: Reportgen.io is dynamic PDF generation with multiple templating engines, Html2pdf.app Reportgen.io: An API that lets you feed templated HTML (EJS, Handlebars, GoTempl, or raw) plus JSON data and returns a PDF, either synchronously or via an async job queue. It offers a generous free tier (150 PDFs/month) and simple $0.0025 per-report, pay-as-you-go billing. Html2pdf.app: A credit-based service that converts raw HTML or a public URL into a PDF. It supports synchronous calls and an asynchronous callback mode, with 100 free credits/month (1 MB max per file) and paid plans starting at $9 for 1 000 credits. Feature Reportgen.io Html2pdf.app Templating Engines EJS, Handlebars, GoTempl, Raw HTML Raw HTML only Sync & Async Both, no concur…  ( 5 min )

This article was generated using ChatGPT from README.md Are you tired of spending hours transcribing speech into text manually? Are you looking for a way to save time and increase accuracy? If so, you'll want to check out useWhisper, a React Hook for OpenAI Whisper API that comes with speech recorder and silence removal built-in. Transcribing speech is a common task in many industries, including journalism, entertainment, and customer service. However, the process can be time-consuming and often leads to errors. With useWhisper, you can quickly and accurately transcribe speech into text using the power of OpenAI. Getting started with useWhisper is easy. First, install the package: npm i @chengsokdara/use-whisper or yarn add @chengsokdara/use-whisper Once you've installed useWhisper, yo…  ( 5 min )

Is there anything more infuriating than discovering that the web development company you hired slipped a backlink to their site into your website—without asking, without explaining, and without giving you any real choice? They’ll call it a “credit link,” a harmless industry tradition, a subtle nod to the creators. But let’s cut through the nonsense: it’s parasitic SEO leeching, plain and simple. Think about it. You’ve spent thousands—sometimes tens of thousands—of dollars to get a professional website built. A website is your digital storefront, your brand’s online identity, and the centerpiece of your marketing strategy. It’s meant to attract visitors, convert leads, and build your reputation—not someone else’s. But instead of delivering a clean, client-focused final product, some web ag…  ( 4 min )

hello!I am Xiao L, the female programmer who "plays around the context" in Hongmeng development~ Do you know?In Hongmeng application, Context is like a "master key" - from accessing resources to starting components, from storing data to cross-component communication, almost all operations are inseparable from it!Today, let’s talk about this core concept of “omnipresent” and see how it supports the “full life cycle” of application ~ Essential Positioning: The globally unique context environment in the Hongmeng system, which runs through the entire life cycle of the application Encapsulates the **runtime information of the application (such as package name, resource path, system service reference) Provide bridges across components (start Ability, access global status) Core Competencies: grap…  ( 6 min )

Ensuring the safety and recoverability of your database is paramount. For PostgreSQL users, the native pg_dump and pg_restore utilities provide robust and flexible mechanisms for backing up and restoring your valuable data. This guide will walk you through practical uses of these tools, helping you establish a solid data protection strategy. pg_dump – Your Backup Powerhouse pg_dump is a command-line utility that creates a "dump" or export of a PostgreSQL database. It can produce scripts or archive files that, when fed back to the server (often using pg_restore or psql), can recreate the database in the state it was in at the time of the dump. pg_dump Options You Need to Know Before diving into scenarios, let's familiarize ourselves with some common pg_dump options: Connection Options: …  ( 7 min )

At Google I/O 2025, Google unveiled significant advancements in its AI ecosystem, particularly focusing on the Gemini AI model. These updates aim to enhance stoner commerce, creativity, and productivity across colorful platforms. Let's claw into the rearmost features of Gemini AI and see how they compare to OpenAI's ChatGPT-4. Google I/O 2025 Highlights: Gemini AI's New Capabilities Google's Gemini AI has introduced several amazing features like Gemini Live and Google Voice, designed to integrate seamlessly into users' daily digital experiences. 1. Gemini Live Gemini Live offers real-time backing through camera and screen sharing on Android and iOS. You can point your phone at objects or defenses and receive instant feedback or guidance. This point is now available for free to everyone…  ( 4 min )

hello!I am Xiao L, the female programmer who "plays with configuration files" in Hongmeng development~ Do you know?An application is like a performance, the package name is "the only ticket number", the icon is "poster", and the permission is "admission permit".Today, let’s talk about the core elements of Hongmeng application configuration, and see how to make the application "compliant and eye-catching" through config.json and module.json5~ Reverse Domain Name Principle: com.[Company/Organization Name].[Application Name] com.harmonyos.clock, io.github.littleL.calendar com.example.MyApp (including capital letters), app.clock (without prefix) Character Limit: Only lowercase letters, numbers, and dot numbers are allowed Length ≤255 characters, cannot start/end with dot (II)…  ( 6 min )

hello!I am Xiao L, the female programmer who "plays modular development" in Hongmeng architecture~ Do you know?Traditional applications are like a "hodgepodge stage", all functions are squeezed into one process, and Hongmeng's **Stage model is like a "modular theater" - breaking the application into multiple independent "small stages", each stage focuses on one thing, lightweight and efficient!Today, let’s talk about this model that makes the application architecture "changeably" and see how it makes development as flexible as "building blocks"~ Core Thought: Split the application into multiple Stage modules, each module contains a set of cohesive components (such as UIAbility, Service) The modules can achieve "functional decoupling and loading on demand" through process isolation and ligh…  ( 6 min )

hello!I am Xiao L, the female programmer who "plays interactive magic" in Hongmeng interface development~ Do you know?On the stage of Hongmeng application, UIAbility is the well-deserved "protagonist" - all interfaces that users can see, click and slide are created by it!Today, let’s talk about the core capabilities of this “interface responsibility” and see how it makes the user experience “live”~ Essential Positioning: "Interface Portal" of Hongmeng Application, each UIAbility corresponds to an independent interface (such as home page, details page) Implement interface rendering based on the ArkUI framework, supporting declarative UI programming Responsible for user interaction event processing, interface life cycle management and data-driven update Core Capability Map: graph LR A[UIAbil…  ( 6 min )

When it comes to web security, most developers think of HTTPS, firewalls, and maybe some rate-limiting. But there's one often-overlooked tool that can make a huge difference: the Web Application Firewall, or WAF. Let’s break down what a WAF really does, how it works, and why it's a critical layer in your website’s defense strategy. A Web Application Firewall (WAF) is a security tool designed to protect your web applications from common attacks by filtering, monitoring, and blocking HTTP traffic. Unlike traditional firewalls that operate at the network layer, a WAF operates at the application layer (Layer 7 of the OSI model). It specifically guards against threats like: SQL injection Cross-site scripting (XSS) Cross-site request forgery (CSRF) Command injection Path traversal Malicious file…  ( 4 min )

Spoiler alert: My building is smarter than I am. And I’m (allegedly) a grown adult. I used to think “net-zero” was a finance term involving spreadsheets and neckties. (Confession: I still don’t know what hedge funds do.) But in the world of sustainability, “net-zero” means balancing the greenhouse gases we produce with the amount we remove from the atmosphere. Translation? Try not to fry the planet like a cheap microwave burrito. So where do smart building technologies come in? Oh, buckle up—it’s about to get high-tech and surprisingly personal. A few years ago, I was managing an old office building. Flickering lights. Groaning HVAC. An energy bill that felt like national debt. Then we upgraded: smart sensors, automated lighting, predictive HVAC. Basically, the building got a brain. And it…  ( 4 min )

Dynamic Data Validation System Overview This project is an end-to-end dynamic data validation system written in Python that can validate data across multiple databases (BigQuery, Snowflake, SQL Server, etc.). It validates data by comparing aggregate metrics, schema metadata, duplicate & null counts, and other statistics between two data sources (i.e., source and target). The system is designed to be modular, configurable, and extensible. Key features include: Mapping CSV Input: Users supply a CSV file that defines which source and target tables (or queries) to compare. Flexible Data Source Configuration: You can pass a fully qualified object name (e.g., db.schema.object_name) or a custom SQL query (or file path ending with .sql) for both source and target. If a custom SQL …  ( 6 min )

As a senior software engineer with over a decade of experience, I’ve seen how comments in code can evolve from helpful documentation to misleading traps. Today, I want to share some insights about writing cleaner, self-documenting code. Why Im so down on comments? Because they lie. Not always, not intentionally but too often. The older the comment is the more likely it is to be wrong. The reason is software engineers maintain the code but not the comments. Code will not lie to you but comment will; Code evolves but comments not. Thus comments sometimes will be misleading. Therefore although comments are sometimes necessary, we need to try to minumise them. One of the common motivation for comments is bad code. We wrote a piece of code and we know it is complex, confusing and hard to unders…  ( 4 min )

Hey Devs 👋 I'm currently learning Python and ones of the mini-projects I rencently built was a real-life scrip to clean up my messy desktop. Here's what I wanted to do, specifically: Move all .jpg and .png screenshots from one folder tp another. Rename them in a structured way (like 0_filename´.png, 1_filename.jpg, and so forth) A really great little exercise to practice file manipulation and loops - and to be honest, that is stressful but nice at the same time. 🧠 What the Scipt Does import pathlib # Find the path to my Desktop home = pathlib.Path(r"C:\Users\lopez\OneDrive\Escritorio") screenshots = home / "screenshots" # Create screenshots folder if it doesn't exist if not screenshots.exists(): screenshots.mkdir() # Move screenshots for filepath in home.iterdir(): if f…  ( 4 min )

Discover 5 powerful ways to boost your sales using Salesforce CRM. Learn how to leverage automation, lead management, customer insights, personalized communication, and sales forecasting to drive revenue growth and improve customer relationships with Salesforce. SalesforceCRM BoostSales SalesAutomation CustomerRelationshipManagement SalesforceTips LeadManagement SalesGrowth SalesForecasting CRMStrategy Salesforce2025  ( 2 min )

One of the biggest shifts developers face when building real-world apps with Phoenix LiveView is how to handle large, changing datasets. In traditional server-rendered apps, you load a page, dump out a list of data, and that’s that. But LiveView introduces new challenges - and opportunities - when you need to display hundreds or thousands of dynamic records, especially when they’re frequently updated, inserted, or deleted. The old way doesn’t scale. Enter Phoenix.LiveView.stream/3. This function is one of the most important - yet underutilized - tools in the LiveView toolkit. It’s designed to let you efficiently manage and render collections of data that change over time, without re-rendering the entire list or chewing up CPU. It’s the missing piece for building fast, reactive interfaces a…  ( 6 min )

Introduction Multimodal AI is a key trend, enabling machines to process and integrate multiple data types (text, images, audio, video) simultaneously. Unlike unimodal AI, multimodal AI combines separate neural networks or specialized modules for each modality, fusing their outputs for cohesive responses. This allows AI systems to understand complex contexts more accurately, similar to human perception, and unlocks new applications across industries. Defining Multimodal AI Multimodal AI refers to AI architectures that take in and reason over more than one type of input data. Example: A multimodal model can accept a photograph, a voice recording describing the scene, and text commands, then generate comprehensive outputs like textual answers or highlighted image regions. Key Components Inpu…  ( 6 min )

Summary: In 2025, creating a React app is faster and more flexible than ever thanks to modern tools like Vite and Next.js. This guide walks beginners and advanced developers alike through the best ways to start a new React project, with step-by-step instructions, code snippets, visuals, and expert recommendations. create-react-app? create-react-app served the community well for years, but as the web development ecosystem matured, developers sought faster build times, better defaults, and more flexibility. Tools like Vite and frameworks like Next.js have gained popularity due to: Lightning-fast development servers Native support for modern JavaScript features Out-of-the-box TypeScript support Superior performance and developer experience Vite has become the go-to tool for starting new Rea…  ( 4 min )

In the realm of mechanical keyboards, enthusiasts obsess over switch types, keycap profiles, and RGB lighting schemes. Yet, one key—long considered a mere functional necessity—is quietly undergoing a transformation. The spacebar, once the silent workhorse of the keyboard, is becoming an icon of design, expression, and cultural relevance. The spacebar may seem like just another key, but its role is foundational. It accounts for a significant portion of daily keystrokes—nearly 1 in every 5, according to TypingMetrics' 2023 report. For decades, however, this most-used key remained bland: unmarked, uncolored, and unconsidered in custom builds. But that’s changing. As personalization in tech becomes more prevalent, the spacebar has emerged as a focal point—not just for how it feels or sounds, b…  ( 5 min )

🧠 Dapr State Store Overview Dapr (Distributed Application Runtime) provides a state management building block that allows microservices to persist and retrieve state in a consistent, portable way across different backends. It simplifies stateful microservice development by decoupling application logic from storage implementation. Dapr runs as a sidecar next to your app. Your application communicates with the Dapr state API using HTTP or gRPC. Save, retrieve, and delete key-value state Support for transactions Optimistic concurrency with ETags Optional TTL (Time-to-live) support POST http://localhost:3500/v1.0/state/statestore Content-Type: application/json [ { "key": "user_123", "value": { "name": "Alice", "email": "alice@example.com" } } ] Session storage for users Shopping cart data IoT device telemetry Game state persistence Workflow checkpointing  ( 3 min )

Introduction If we’re going to talk about max width, let’s define it properly first. The max-width CSS property sets the maximum width of an element. It prevents the width of that element (and its content) from exceeding a specific value, even if there's more space available. In today’s digital world, we’re building for a wide range of screen sizes—phones, tablets, laptops, desktops. As web developers, we’re expected to make sites look good and work well across all of them. This is where max-width becomes a crucial part of your responsive layout toolbox. If you’ve ever zoomed in or out in your browser or used developer tools to simulate different screen sizes, you’ve seen how your layout can break when it's not properly handled. It’s easy to unknowingly design just for your own screen, but once you start testing, the need for max-width becomes clear fast. Media queries let you adjust layout styles at different screen widths (often using min-width), but they’re only part of the picture. Max-width ensures your layout doesn’t stretch too far on large screens, helping maintain visual balance and readability.  ( 3 min )

Build Real-Time Knowledge Graphs from Documents Using CocoIndex + Kuzu (with LLMs & Live Updates) Linghua Jin for CocoIndex ・ Jun 4 #programming #python #showdev #opensource  ( 2 min )

A blazing-fast, end-to-end open source pipeline for turning documents into queryable knowledge graphs using LLMs, CocoIndex, and the Kuzu graph database. 🔍 Why Real-Time Knowledge Graphs? Extract semantic relationships using an LLM Stream structured graph data into Kuzu Build a real-time, self-updating knowledge base ✅ CocoIndex https://github.com/cocoindex-io/cocoindex ✅ Kuzu https://github.com/kuzudb/kuzu ✅ Large Language Models (LLMs) We understand preparing data is highly use-case based and there is no one-size-fits-all solution. We take the composition approach, and instead of building everything, we provide native plugins to embrace the ecosystem and make it easier to plug in and swap any module by standardizing the interface - exactly like LEGO. If you are using CocoIndex to bui…  ( 6 min )

Introduction Git is a powerful version control system that helps developers track changes in their code. Sometimes, you may commit changes accidentally or realize that you need to undo them. That's where git reset comes in. The git reset command allows you to undo commits at different levels: --soft - Keeps changes in the staging area. --mixed (default) - Unstages changes but keeps them in the working directory. --hard - Discards all changes completely. In this guide, we'll explore each option with examples, use cases, and tips to help you undo commits effectively. git reset --soft - Keep Changes Staged This option moves the HEAD pointer to a previous commit but keeps all changes in the staging area(index). git reset --soft HEAD~1 This undoes the last commit but keeps the chang…  ( 7 min )

A school management system built with native PHP and MySQL, featuring role-based access for admins, teachers, students, and users to manage accounts, grades, ratings, and school news. 🚀📚 If you like my project, please follow me on GitHub!: https://github.com/adham-hashem/SchoolHub  ( 3 min )

Purpose In a world where software must evolve or perish, we embrace a principle often overlooked: The value of things that are designed to disappear. Ephemeral Design is a mindset that encourages developers to build systems with impermanence in mind—favoring modularity, replaceability, and minimal long-term baggage. Favor deletion over preservation. Design with a clear exit strategy. Ephemeral Design Manifesto Be honest about what might disappear. Optimize for change, not permanence. Practice Hints Modularize everything: small parts are easier to remove or replace. Isolate experimental features from the core domain logic. Document the lifespan of components, especially if temporary. Avoid over-engineering for uncertain features. Use structure or conventions to indicate ephemerality (e.g., separate directories, metadata, flags)—but balance clarity with elegance. Adopting Ephemeral Design doesn’t mean building carelessly. intentionally, with the courage to discard what no longer serves. Teams that embrace this mindset: Move faster by reducing fear of technical debt Feel safer experimenting and iterating Write more honest, sustainable software Everything is temporary—especially in code. By designing with this in mind, we create systems that are not just flexible, but free.  ( 3 min )

💭 "AWS has 200+ services. How do I remember or use them?" That was me — during my college days, opening the AWS Console for the very first time. It felt like IRCTC with jet engines: options everywhere, nothing made sense. So, I did what most students do — I closed it. 😅 But here’s the secret: AWS isn’t scary if you learn it like an Indian story — with chai, analogies, and use cases that click. AWS in Desi Terms Think of AWS as the Tata Group of Technology. They already own: 🏭 Data centers · 🔌 Networks · 🧠 AI models · 🛡️ Security tools You just pay for what you use, like Ola rides or Paytm Fastag. "Kaam Karne Wale Log" 🧰 AWS Service 🪄 Desi Analogy EC2 Rent your own flat to run your business – full control, but you manage it Lambda Serverless delivery boy – give a job,…  ( 6 min )

Context: A couple of weeks ago, I took part in an exciting 8-hour hackathon organized by Cerebras, spotlighting their powerful new LLAMA 4 LLM deployment. The event hosted on Lu.ma challenged developers to build innovative AI-powered apps fast. Spoiler alert: I didn’t win. But the project that did was seriously impressive a Satellite Signal Log Analyzer that parsed satellite radio logs in real time, with interference risk scores, visual trend charts, log comparisons, and more, all powered by Llama 4 and a sleek orange/white UI. Totally deserved the win. As for me, I’ve been a programmer analyst for over 15 years, building web apps and CRM systems across a wide range of tech stacks Python, Next.js, PHP, Java, you name it. I’ve tackled everything from full-stack dev to backend architecture…  ( 6 min )

If you’re still building monolithic or bloated SPA apps for every single project — you're missing out. Let me introduce a superpower duo: HTMX + AI → a match made for developers who want speed, personalization, and interactivity without the overhead. And guess what? It works beautifully without needing a massive front-end framework like React or Vue. HTMX lets you: Use standard HTML attributes to make AJAX requests, load dynamic content, and update the DOM. Keep your backend in control (Django, Flask, Rails… you name it). Avoid the complexity of JS-heavy frontends. 🔗 Here’s a 2-min intro to HTMX that will blow your mind: Why HTMX is the Future of Front-End We’ve got fast, responsive interfaces with HTMX. But what if we plug in AI to deliver hyper-personalized content, recommendations, or…  ( 4 min )

Tired of tutorial hell? Want to go from "Hello World" to "Hired!"? Stop scrolling and steal this roadmap: JavaScript FIRST - Nail fundamentals (ES6+, async/await, DOM) before touching React Learn React's CORE - Components, JSX, Props & State (no hooks yet!) Hook Your Brain - Master useState, useEffect, then conquer custom hooks Router Bootcamp - Build SPA navigation with React Router (v6!) State Management WAR - Start with Context API, then Redux Toolkit Project Fire Drill - Build 3 CRUD apps (todo list → e-commerce → social feed) Production Combat - Learn testing (Jest/RTL), optimization, and deploy! 💥 Pro Tip: Build in public daily. 1 GitHub commit > 10 watched tutorials. Drop your #1 React struggle below! 👇 Let's troubleshoot together 🚀  ( 3 min )

Greetings all, I'm the lead developer of Peersuite, a p2p encrypted workspace. It's built in vanilla JS. I am also working on a nodejs server for permanent workspaces. Peersuite Tools: Chat with images, channels, PMs, and file send Collaborative document interface, work on the same or different documents and save your work to PDF/TXT Audio/Video conferencing Kanban for task management Screensharing Whiteboard for drawings/diagrams save to PNG You can run it from the web, save it as a PWA, run electron desktop versions from github. On mobile it works great in the browser, or as a PWA. It will launch on Play store soonish. (testing now) Peersuite is available on the web at Peersuite https://github.com/openconstruct/Peersuite https://hub.docker.com/repository/docker/openconstruct/peersuite  ( 3 min )

Developer Productivity Showdown: Notion vs. Google Sheets vs. Dedicated PM Tools Pratham naik for Teamcamp ・ Jun 4 #productivity #devops #opensource #discuss  ( 2 min )

If you're ready to step into the world of programming, you're in the right place. This C++ Tutorial (2025 Edition) by Tpoint Tech is designed to help absolute beginners learn C++ in the easiest and most practical way. Whether you’re a student, aspiring developer, or curious mind, this guide breaks down complex C++ concepts into simple, digestible pieces—with real code examples. C++ remains one of the most powerful programming languages in the world. It’s widely used in system/software development, game engines, embedded systems, and performance-critical applications. Here's why learning C++ is still a smart choice: Performance: C++ gives low-level control over memory and system resources. Versatility: Used in a wide range of industries from finance to gaming. Foundational Language: Learni…  ( 5 min )

In today’s digital-first world, AI-powered email outreach is revolutionizing how businesses connect with their audiences. Traditional cold emails often go unnoticed, but with the rise of artificial intelligence, outreach has become more personalized, data-driven, and efficient. One of the biggest challenges in email outreach is crafting messages that feel personal. AI tools like ChatGPT, Lavender, and Smartwriter can now generate personalized email copy by analyzing a recipient’s LinkedIn profile, website, or online behavior. This enables businesses to send thousands of unique emails that resonate with individuals—without spending hours manually writing each one. AI can analyze massive datasets to segment audiences based on interests, behavior, demographics, and purchase intent. This allow…  ( 4 min )

Integrating eSignatures into your app can transform the way users sign contracts, allowing them to do so without leaving your platform. The question is: what’s the best way to integrate a service like BoldSign? Two popular tools dominate the scene: REST APIs and SDKs. Think of a REST API as a universal mailbox. It’s accessible from anywhere with the right address. An SDK, on the other hand, is a pre-assembled toolkit, designed for specific tasks and requiring minimal setup. In this guide, we’ll break down both options, compare their strengths, and show how BoldSign makes eSignature integration easy with both. Whether you’re building a customer portal or streamlining contracts, this guide will help you choose the best tool for your needs. A REST API (representational state transfer applicat…  ( 6 min )

Git Repo：A2A MCP This repository demonstrates how to set up and use the a2a-python SDK to create a simple server and client implement a2a protocol, and the agent sever is implemented by mcp. A2A (Agent-to-Agent): A protocol and SDK for building interoperable AI agents. This Example: Shows how to run a basic A2A server and client, exchange messages, and view the response. Python 3.13+ uv (for fast dependency management and running) An API key for OpenRouter (set as OPENROUTER_API_KEY) Clone the repository: git clone https://github.com/sing1ee/a2a-mcp-openrouter cd https://github.com/sing1ee/a2a-mcp-openrouter Install dependencies: uv venv source .venv/bin/activate Set environment variables: export OPENROUTER_API_KEY=your-openrouter-api-key Or create a .env file…  ( 5 min )

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🧠 A 12-Week Series from the Architects of HyperMind AGI Twelve weeks. Twelve provocations. One blueprint. While the world plays with “smart” toys, EPYQ builds minds. Here’s what’s coming: Week Date Title 1️⃣ May 30, 2025 🔥 Destroying the Illusion of Today’s “Intelligence” 2️⃣ June 6, 2025 🧠 AGI is Not Optional 3️⃣ June 13, 2025 🚨 Inside EPYQ: A System Beyond Models 4️⃣ June 20, 2025 📦 Memory ≠ Intelligence 5️⃣ June 27, 2025 🔁 The Self-Awareness Loop 6️⃣ July 4, 2025 💥 YOU ARE 50% DONE: Failure as Feedback 7️⃣ July 11, 2025 ⚖️ The Twin Mind Hypothesis 8️⃣ July 18, 2025 ⏳ Time Compression and Drift 9️⃣ July 25, 2025 🧩 Compression = Consciousness 🔟 Aug 1, 2025 🧬 Core Design of EPYQ 1️⃣1️⃣ Aug 8, 2025 🧠 Emergence Engineering 1️⃣2️⃣ Aug 15, 2025 📣 Open Letter to CEOs: Follow or Fall EPYQ is not a model. It’s not a feature set. It’s a rebellion. It’s the system behind the blueprint. The blueprint? HyperMind AGI—an architecture that doesn’t simulate intelligence… it becomes it. Each post will dismantle what you think you know about AI—and replace it with something terrifyingly real. Posts drop every Friday at 10:00 AM Pacific Time (PT). Follow me( @the-epyq) and get notified the second the truth goes live.  ( 3 min )

Article Source: https://juejin.cn/post/7296076144448618506 To further enhance our internal network security, we added the open-source community version of SafeLine WAF on top of our existing hardware WAF as a software WAF at the application layer. This enabled a multi-layered WAF protection architecture. After further exploration, we found that SafeLine WAF's upstream proxy forwarding is based on Tengine. This gave us the idea to use SafeLine not only for WAF protection but also for load balancing and automatic failover. We created a simple HTTP server with a /status route returning HTTP 200. Here's a basic Go example: package main import ( "os" "fmt" "net/http" ) func Hello1Handler(w http.ResponseWriter, r *http.Request) { fmt.Fprintf(w, "I am 11111") } func Hello2Handl…  ( 4 min )

If you've ever translated a document packed with formatting—think footnotes, side-by-side columns, tables, or scanned images—you probably know how quickly it all unravels. Headers vanish. Tables lose their shape. Footnotes crawl into random paragraphs. That’s exactly the kind of mess I ran into. So I started looking for tools that could handle translation and document fidelity—without turning everything into plain text soup. Most tools claim they "support documents" but here's what usually happens: Footnotes get merged with the main body Tables collapse or turn into basic text Fonts and headings lose their hierarchy PDFs with scanned images become unreadable And if your document has two columns, custom fonts, or embedded elements? Most services just aren't built to handle t…  ( 5 min )

In modern software architecture, real-time communication between systems is a necessity. And Webhooks have appeared as a simple and effective method for applications to get updated information from other services instantly. In event-driven systems, it's more important due to the need of responsiveness and automation. A webhook is used to send information from one system to another, in real time, as soon as a particular event happens. Rather than checking with an API at certain times, a webhook allows the source system to send data right away to a predetermined location. For instance, you can use a webhook from Stripe so your application is informed when a payment is successful or unsuccessful. Thanks to this, you can make updates in real time to the order status, send emails or retry logi…  ( 5 min )

Leave a comment below to introduce yourself! You can talk about what brought you here, what you're learning, or just a fun fact about yourself. Reply to someone's comment, either with a question or just a hello. 👋 Come back next week to greet our new members so you can one day earn our Warm Welcome Badge!  ( 3 min )

This tool supports now False Positive Test - checks if your WAF incorrectly blocks legitimate traffic. This helps ensure your security doesn't interfere with normal users  ( 3 min )

Why POS Features Matter: A Guide to Choosing the Right POS System The success of any retail or service business depends heavily on how fast, accurate, and efficient its operations are. At the heart of this efficiency is a powerful POS system — not just for processing payments, but for streamlining the entire customer journey. A modern point of sale system goes far beyond basic billing. It can manage inventory, track sales, handle customer loyalty, generate reports, and even support multi-location setups. The difference between a good system and a great one often comes down to its features. This guide explores why POS features matter, how they impact your business performance, and what to consider when selecting the right POS solution. Whether you're running a small shop or scaling a growin…  ( 7 min )

The Open Source Reality But the ones who write the code? They’re often invisible. Today, a contributor might spend weeks fixing bugs or building critical features, and still go unrecognized. Their GitHub profile reflects commits, not character. Activity graphs, not impact. This disconnect is exactly what we’re trying to solve. 🧠 The Core Problem LinkedIn is great for resumes. LeetCode is great for problem-solving. But none of them are great for coders who want to build in the open, collaborate with others, and be valued for real-world contributions — not just theoretical puzzles or pull requests. 🌱 The Idea Behind Turtal Coders deserve a platform built around them. Here’s what we’re building: Live Collaboration for OSS Projects: Work together in real time. No friction. No context-switchi…  ( 4 min )

After uploading the package and qualification materials, your HarmonyOS Next app enters the review and release stage on AppGallery Connect (AGC). Only after passing review can the app go live. This article details the review process, release notes, common rejection reasons, troubleshooting strategies, and official resources to help developers complete the final step of publishing. Submit for Review On AGC, after confirming all info is correct, click "Submit for Review." Initial Automated Check The system automatically checks package signature, package name, permissions, qualification materials, etc. If passed, the app enters manual review. Manual Review Reviewers check app features, UI, compliance, privacy policy, etc. Focus on user agreement, privacy policy, permission requests, feature s…  ( 4 min )

Daftar Isi Elixir: Bahasa Alternatif Untuk Menulis Kode di Mesin BEAM Peningkatan Fitur yang Dilakukan Elixir Performa Ekosistem Sumber Belajar Elixir Referensi Jika Erlang sudah sangat baik, kenapa kita perlu belajar Elixir? Jawabannya terletak pada peningkatan developer experience dan produktivitas yang ditawarkan oleh Elixir. Elixir adalah bahasa pemrograman fungsional yang dirancang untuk menulis kode yang bersih, ringkas, dan ekspresif di atas mesin virtual BEAM. Dengan sintaks yang modern dan desain yang berfokus pada kenyamanan pengembang, Elixir memudahkan kita dalam membaca, memelihara, dan mengembangkan aplikasi. Kode Elixir dikompilasi menjadi bytecode BEAM dan dijalankan oleh runtime Erlang membuatnya sepenuhnya kompatibel dengan ekosistem Erlang. Artinya, kita bisa me…  ( 6 min )

Nginx location 匹配机制 Nginx 会按照以下优先级顺序匹配 location： 精确匹配 (=) - 最高优先级 前缀匹配 (^~) - 禁用正则匹配 正则匹配 (~ 和 ~*) - 按配置顺序 普通前缀匹配 - 选择最长匹配 # 这些 location 都会正常工作 location /challenge { ... } # 前缀匹配，优先级高于 location / location ~ ^/k8sapi(/(.*))?$ { ... } # 正则匹配，优先级高于 location / location / { ... } # 通用匹配，最低优先级 访问 /challenge/xxx → 匹配 location /challenge 访问 /k8sapi/something → 匹配 location ~ ^/k8sapi 访问 /other/path → 匹配 location /（兜底）  ( 2 min )

Despite advances in DevOps practices and automation, one stubborn problem continues to undermine security and reliability: secrets management. Hardcoded secrets such as API keys, passwords, tokens, and certificates embedded directly into code, configuration files, or CI/CD pipelines remain a critical vulnerability. Attackers actively scan repositories and pipelines looking for exposed secrets to exploit. This article explores why hardcoded secrets are still killing pipelines in 2025, how they are exploited, and how the emerging movement toward secretless DevOps is changing the landscape. We will also compare some of the leading tools and techniques for managing secrets securely without compromising developer velocity. Hardcoded secrets are credentials or sensitive data embedded directly in…  ( 7 min )

Let me take you on a journey — the one where I stopped clicking around AWS Console and started automating my cloud like a boss. This is Day 1 of learning Terraform, but trust me, this day one will make you feel like a pro already. Imagine this: You’re a DevOps engineer. A teammate asks, “Hey, can you create an S3 bucket for me?” Sure, you log in, click around, and in 2 minutes — done. Now imagine 100 teams ask you that. Do you still want to click around 100 times? That's the problem IaC solves. With Infrastructure as Code, you define your infrastructure in a file, like this: resource "aws_s3_bucket" "my_bucket" { bucket = "my-awesome-bucket" } Run it once with the help of for_each or count operation, and 100 buckets are created. AWS has CloudFormation. Azure has ARM Templates. GCP has D…  ( 4 min )

After successfully creating an app in AppGallery Connect (AGC), developers need to upload the app package (.app file) and related qualification materials. Proper and complete uploads are key to passing review and publishing. This article details the package upload process, qualification material preparation, common issues, and official resources to help developers efficiently prepare for publishing. Package Upload Process Generate Signed Package Use DevEco Studio to package and sign, generating a .app file. Check the signature, package name, version, etc., to ensure they match AGC info. Log in to AppGallery Connect Visit AppGallery Connect and go to "My Apps." Go to "Version Management" Select the target app, click "Version Management" or "Version Info." Upload Package Click "Upload Pa…  ( 4 min )

In today’s gig economy, millions of people are turning their hobbies and skills into side businesses. Whether you run an Etsy store, maintain a portfolio website, or provide freelance services to clients, your digital presence is a valuable asset. Unfortunately, many side hustlers overlook cybersecurity, assuming that because their businesses are small, they are not targets. This is a dangerous misconception. Bots, automated credential stuffing attacks, and opportunistic hackers do not discriminate based on business size. Your Etsy shop or freelance portfolio could be the next low-hanging fruit to be exploited. In this article, we will explore the cybersecurity risks facing side hustlers and provide practical steps you can take to protect yourself, your clients, and your reputation. Hacker…  ( 5 min )

When you first read the problem “Find the Lexicographically Largest String From the Box”, it might sound complicated 🤔. However, with the right insight, the solution becomes both elegant and efficient. ✨ In this article, we’ll walk through the problem, break down the core concept, and implement the optimal solution in C++, JavaScript, and Python. 💻 You are given: A string word 🧵 An integer numFriends 👥 The game rules: Split word into exactly numFriends non-empty substrings. Every possible way to split word counts as a “round.” 🎲 For each round, put all split substrings into a box 📦. After considering all possible rounds, find the lexicographically largest substring in the box. 🔠 At first glance, it looks like we need to consider all ways to split the string, which could be exponenti…  ( 4 min )

In 2025, using a password manager is not optional. It is not just a nice-to-have or a tool for IT professionals. It is basic digital hygiene, like brushing your teeth or locking your front door. If you are not using one yet, you are putting yourself and your workplace at risk every single day. Weak, reused, and forgotten passwords are still the root cause of most security breaches. And the average person now manages over 100 accounts. Expecting to remember all of those is not just impractical — it is dangerous. This article breaks down why password managers are no longer optional, how they work, and what the best options are in 2025 for individuals and professionals alike. A password manager is a secure tool that generates, stores, and autofills your passwords for websites, apps, and servi…  ( 6 min )

Artificial intelligence is transforming everything, including cybercrime. Over the past year, AI-powered scams have evolved from crude tricks into sophisticated, targeted attacks. They do not just guess your name or company anymore. They use your voice, your writing style, and even your face. This shift is not theoretical. It is already happening. Executives are being impersonated in real-time video calls. HR teams are receiving perfectly worded fake resumes generated by bots. Employees are falling for phishing emails that read like internal memos because they are built using publicly available company lingo. These attacks are not just smarter. They are personal. This article explains how modern AI scams work, why they are so effective, and how to protect yourself before one of them succee…  ( 6 min )

Cybersecurity used to be a back-office problem. In 2025, it is a personal career risk. Whether you work in marketing, sales, HR, or finance, the line between your digital habits and your job security is thinner than ever. Data breaches are no longer faceless corporate issues. If your compromised login credentials are used to access sensitive company information or impersonate you online, the damage is personal and often public. Here are five ways cybersecurity can either protect your professional reputation or severely damage your career. Phishing is no longer generic. In 2025, attackers can tailor emails using your LinkedIn job title, company org chart, and even recent press releases or social media posts. If you work in HR, they might impersonate a senior executive and ask for W2 informa…  ( 6 min )

Determining how Azure AI Foundry Agents makes decisions is important for troubleshooting and debugging purposes. However, it can get a little complicated when our agents perform complex workflows. Our agents could perform numerous executions, making it difficult to track decisions made by all or them, or some agents may invoke tools, that invoke other tools, which invoke more tools! (And so on and so forth). Tracing our agents helps us see the inputs and outputs involved in a particular agent run, as well as the order in which those agents were invoked. In this blog post, I'll talk about how tracing agents works, how we can do some simple tracing using the Azure AI Foundry Agents playground, and how we can implement tracing in our pro-code agents using OpenTelemetry. We can do some simple …  ( 9 min )

GitHub Actions usage reporting doesn't tell the full story. If you're running different types of runners (like 4-core, 8-core, or more), those minutes aren't equal, and your total usage number doesn't reflect it. This guide will show you how to: Export your raw usage data Normalize it by runner type Get an accurate total you can actually budget against \ Why normalizing GitHub Actions minutes matters Runner types in GitHub Actions have different compute capacities and costs. For example, a 4-core runner can do twice the work of a 2-core runner. If you just sum the raw usage, you're underestimating your real consumption and leaving yourself open to surprise bills. Step 1: Export your usage report In GitHub, click your avatar (top right) and go to Settings Select Billing and plans Under Usage this month, click Get usage report Choose your date range (30/60/90 days) and download the CSV You'll now have a CSV showing runner types, quantities, and costs. Step 2: Normalize your minutes Open the CSV in any spreadsheet tool. Focus on the 'sku' and 'quantity' columns. Each runner type has a multiplier based on its compute capacity: Runner Type Multiplier actions_linux 1 actions_linux_4_core 2 actions_linux_8_core 4 actions_linux_16_core 8 actions_linux_32_core 16 To normalize your total usage: For each runner type, multiply the quantity by the multiplier Sum these normalized values across all runner types This gives you the total compute-equivalent minutes your team used during the period. Step 3: Use the data to control costs Without normalized data, you're likely underestimating usage. This normalization process gives you a real number to track, budget against, and compare over time. Take it further with Depot Once you know how many minutes you're actually burning, the next step is cutting them down. Depot Runners can dramatically speed up your CI builds, reducing both time and cost. If you're ready to stop guessing and start saving, give Depot a try.  ( 3 min )

Using OpenStreetMap, ProtoMaps, Maputnik and MapLibre to self host custom maps is a really fun tech adventure! These low cost and serverless maps work on the web, react native, android, and iOS. Break free from Google Maps, Apple Maps, and Mapbox! Note that the ProtoMaps API is a great way to get started with custom maps without having to do all the technical stuff below! With OpenStreetMap as its foundation, the open source mapping community has some truly amazing projects. Protomaps is a project that elevates the entire open mapping community. Traditionally map data has been broken down into small "tiles" of either pre-rendered image data or raw map data. These small tiles of data are then downloaded one at a time and stitched together into a map on your web browser or mobile app. It has…  ( 8 min )

The Dynamsoft MRZ Scanner JavaScript SDK is a powerful, high-level wrapper built on top of the lower-level Dynamsoft Capture Vision API, designed to help developers add Machine Readable Zone (MRZ) recognition to any web application with ease. It is open-source and provides a clean and customizable API for scanning MRZ data from passports, ID cards, and visa documents using a web camera or by uploading images and PDFs. In this tutorial, you'll learn how to: Integrate the SDK into your HTML5 + JavaScript app Capture and parse MRZ data from multiple document types Display structured MRZ information Support both live camera input and file uploads (JPEG, PNG, PDF) Try the Online MRZ Scanner Dynamsoft MRZ Scanner Docs License Key: Get a FREE 30-day trial. JavaScript MRZ SDK: Include dynamsoft-m…  ( 5 min )

Introduction When I began my ROS2 integration project, AppArmor wasn't even on my radar. My background included years of experience with RHEL and Oracle Linux, and I had developed a solid understanding of SELinux. Initially, I attempted to make ROS2 work on Oracle Linux, expecting a straightforward integration. However, after several days of troubleshooting and configuration tweaks, I was still encountering persistent issues. Next, I shifted my focus to using SELinux on Ubuntu. Unfortunately, this too presented complications that weren't worth resolving at the time. Although both SELinux and Oracle Linux theoretically support ROS2, the practical reality was too time-consuming to justify. On the other hand, I knew that AppArmor was the default MAC (Mandatory Access Control) system on Ubun…  ( 5 min )

I've always wanted to implement sudoku. Solving a sudoku is an issue on its on, but this is a step beyond. We want our own program to check whether the user has finished the sudoku. I'm going to be honest, the challenge this time started off very easy, but near the end increased in difficulty. Now, of course, we have to make this in a single day. I'll give you the strict design, then we can get to work. If you want, you can stop reading after the design and make it yourself. We're only going to have one phase for this game, just like space invaders. If you haven't played sudoku before, the game is centered on a 9x9 grid. It needs to be obvious that the grid is chopped up into 9 3x3 grids. We're going to have a few set sudokus to solve. Clicking reset will clear the board and pick one of th…  ( 12 min )

Oi, eu me chamo Lucas Antônio, eu sou novo por aqui, quero mostrar os meus projetos e receber feedback da comunidade, além de mostrar o que eu tenho a oferecer para vocês.  ( 2 min )

Revolutionizing Design Workflows With AI AI is changing how we design, plain and simple. It's not just about making things look pretty anymore; it's about making the whole process faster, more efficient, and way more collaborative. Codia AI is at the forefront of this shift, offering tools that can seriously change how designers and developers work together. You can find more information on the Codia official website. Seamless Figma Integration Figma is already a go-to for many designers, and Codia AI takes it to the next level. The integration is so smooth, it feels like a natural extension of Figma itself. It's not just about importing and exporting files; it's about a real-time connection that keeps everyone on the same page. Think of it as Figma, but with a turbo boost. Directly conver…  ( 5 min )

🧩 What is KMSPico? At its core, KMSPico is a Windows and Microsoft Office activator that uses Microsoft’s own Key Management Service (KMS) protocol to simulate a local activation server. Imagine this: instead of calling home to Microsoft to verify a license key, your PC talks to a fake KMS server running on your machine, which then tells the OS or Office that everything’s legit. That's KMSPico — a neat little tool that uses corporate licensing logic to activate software on individual machines. Microsoft introduced the KMS system for volume licensing. It was never intended for individuals. Companies that deploy Windows to thousands of machines can’t enter product keys one by one — they need a central activation server that authorizes all devices on the same network. Here’s where KMSPico…  ( 5 min )

A few days ago, I discovered a problem. Although the official Progress bar component of HarmonyOS, Progress, offers relatively rich functions, sometimes it still fails to meet the development needs. For instance, sometimes I need to have a dot on the Progress bar to control the progress. Progress doesn't offer this style, so today I'll share with you the implementation process of a custom progress bar. Here, I use a cascading layout, layering the total length part of black and the white part. The straight lines and dots in the white part are arranged horizontally. When the progress changes, only the length of the white straight line part needs to be modified, and the dots will automatically follow and move. Then add a drag gesture to the dot. In this way, a progress bar with dots is compl…  ( 3 min )

Top Task Prioritization Methods to Boost Productivity Martin Adams for Fluidwave ・ Jun 4 #taskmanagement #productivity #timemanagement #taskprioritizationmethods  ( 2 min )

Overwhelmed by Your To-Do List? There's a Method for That! Feeling buried under an avalanche of tasks? This blog post introduces eight effective task prioritization methods to help you reclaim control of your time and boost your productivity. From the renowned Eisenhower Matrix to the straightforward Eat That Frog method, you’ll discover strategies tailored to suit busy professionals, project managers, students, and anyone juggling multiple responsibilities. Let’s dive into these methods and find the one that fits your needs! Eisenhower Matrix: This simple four-quadrant grid helps you distinguish between urgent and important tasks, guiding you to focus on what truly matters. By categorizing tasks into four quadrants—Do First, Schedule, Delegate, and Eliminate—you can proactively manage y…  ( 4 min )

Introdução à Arquitetura de Software O objetivos principal da leitura posterior será entender conceitos que desenvolvedores têm dificuldades de definir assertivamente durante a arquitetura de um software. O artigo introduz de modo genérico sobre os fundamentos da arquitetura, portanto, o objetivo principal é esclarecer a diferença conceitual dentro da Arquitetura de Software que muitas pessoas confundem: arquitetura de software, modelo de arquitetura e padrões de projetos arquiteturais. A arquitetura de software é o campo geral que engloba todas as práticas, padrões e decisões relacionadas à estrutura (esqueleto) de um determinado sistema. Serve como um guarda chuva para os demais tópicos. Podemos dizer que é um conjunto de normas e decisões que orientam o desenvolvimento, especificando …  ( 4 min )

USDC issuer Circle has again upsized its initial public offering above the marketed range, selling 34 million shares at $31 each.

Members in two House committee hearings debated a framework for digital assets while raising concerns about the US president using his position to profit from the industry.

In some cases, the bank will look at crypto holdings when determining net worth, which may affect how much can be borrowed.

Roughly four months since his nomination and amid announced departures at the CFTC, Brian Quintenz’s nomination to head the financial regulator is moving forward.

The company concluded its first year of Bitcoin reserve operations with 4,449 BTC on its balance sheet.

According to the payments company, it had secured approval across a patchwork of regulatory regimes in individual US states allowing it to operate across the country.

Cointelegraph, the world’s largest cryptocurrency and blockchain news outlet, has announced a strategic media partnership with FINTECH.TV, a global media platform, to amplify industry coverage through streaming and television broadcast channels.

Bitcoin is witnessing a tough battle between the bulls and the bears at $105,000, but several altcoins are showing strength with potential breakout setups.

While other countries move toward integrating crypto into their financial systems, Canada is lagging, costing the country capital, talent and competitiveness. Canada’s direction on digital asset innovation remains uncertain.

Traders are betting big on Bitcoin soaring to $300,000 by the end of June 2025, but is this bold options strategy a smart move or a high-risk gamble?

President Lee Jae-myung rose from being a child laborer in post-war South Korea to becoming a crypto-friendly leader of one of the world’s largest digital asset markets.

K Wave Media announced a $500 million securities deal to fund a Bitcoin-treasury strategy, aiming to become the “Metaplanet of Korea.”

Got scammed or worried about Bitcoin fraud? Learn how sharing your story with Chainabuse and Scamwatch can help protect you and others from falling victim.

Bybit unveiled a major security overhaul following its $1.4 billion hack in February, with upgrades across audits, wallet protection and information security.

XRP price risks a possible 22% plunge to $1.78 while fluctuating inside an otherwise bullish pattern.

Hong Kong reportedly plans to permit crypto derivatives for professional investors and expand its fintech ecosystem.

Crypto traders can use ChatGPT to decode crypto headlines and generate actionable trade setups — fast, flexible and surprisingly accurate (subject to human verification).

India-focused crypto exchange WazirX is relocating operations to Panama and rebranding its parent company as Zensui.

Since the IBIT ETF futures are only available to accredited investors, the latest crypto developments in Russia left many retail players unimpressed.

The decentralized physical infrastructure network market could surge to $3.5 trillion by 2028 as AI and blockchain converge, according to a new World Economic Forum report.

Bitcoin traders set the stage of a volatile breakout with liquidity amassing above and below spot price — and eyes are on the road to new all-time highs.

Binance is cracking down on bot abuse in its Alpha Points early-access program after detecting coordinated bot farming activity.

Ether’s price is up 46% in the past 30 days, and analysts say continued demand for spot Ethereum ETFs and strengthening structure may trigger a breakout.

Hackers are moving from smart contract vulnerabilities to exploiting human behavioural weaknesses, according to the co-founder of Web3 cybersecurity firm CertiK.